Development of a platform enabling routine cognitive function testing

The vision of the School of Data & Innovation (D&I) is to spark innovation using data as a starting point, and contribute to the solution of global problems in Kochi. There are high expectations on Dr. Saiki as a leading figure in the drive to make this vision a reality.

In light of the increase in dementia patients and worsening shortages of healthcare workers, early detection of dementia is being emphasized because it offers the promise of more effective treatment. The clock drawing test (where a patient draws a round clock at 10:10) and the cube copying test (where a patient draws a copy of a cube) are frequently used for dementia screening, and test scoring and diagnosis are generally done by healthcare workers who look only at the completed drawing. On the other hand, information on the drawing process, such as thinking time before drawing and the drawing sequence, are clearly connected with cognitive function, and there are calls to develop new scoring and diagnostic methods that make use of the drawing process.

In response, the research team of Dr. Saiki first proposed a technique for better visual representation of drawing tests, including elements of the drawing process like drawing sequence, thinking time, pen/pencil pressure, and speed.

"Hand trembling is closely connected with dementia, and healthcare workers can tell something is wrong from hand movements while drawing. Therefore, we developed an environment that can record all sorts of information during drawing, such as the number of times redrawing is done, drawing speed, pen/pencil pressure, and points where drawing was difficult/smooth. This allows the user to examine how the drawing was done, and in what sequence."

Furthermore, a system has been devised to integrate everything from drawing test implementation to examination of test results (including information on the drawing process) and diagnosis. The prototype system was verified in medical settings, care facilities, and ordinary homes, and the results showed that real-world use is possible.

This system is not just a tool integrating steps from testing to diagnosis; it's also a vehicle for collecting digital data on drawing tests--an option that didn't exist before.

Exploiting accumulated big data for more sustainable fire-fighting and emergency response

As the shift to digital progresses, more active steps are being taken to apply diverse data collected by national and local governments using ICT to programs and community development. With the cooperation of the Kobe City Fire Bureau, Dr. Saiki and colleagues are conducting research to realize sustainable fire-fighting and emergency response by using big data accumulated on fire-fighting and ambulance dispatching.

The key to speedy, efficient fire-fighting in an area is determining where and how many fire stations should be established by the fire departments of each local government, and how many vehicles to assign to each station. Under tight financial conditions, it is crucial to find an efficient configuration within the constraints of limited resources. Thus, to determine how far fire department organization meets the needs of each town and area in a city, Dr. Saiki has proposed a tool to support analysis and simulation of fire department configurations. Based on fire department configuration data and town/area data, this system enables automatic calculation of which vehicles will respond, in how many seconds, when a fire occurs in each town or area. It also provides a visual display of results on a map, and automatically calculates optimal positioning of fire departments based on various requirements.

Dr. Saiki has also analyzed ambulance dispatching data for heat illness, one factor behind the strain on emergency medical care. To plan sustainable countermeasures for heat illness with an eye to the future, he developed a model for predicting the number of persons transported for heat illness based on past weather data and ambulance dispatching data. He also developed an application for forecasting the number of persons transported for heat illness in the upcoming week by combining that prediction model with weekly weather forecast data.

To realize more efficient emergency response, he has also proposed a model for forecasting the number of ambulance transports in the medium/long-term, and he's moving forward with research to establish this model.

Working with students as promoter of PBL education to accelerate practical application

A key pillar of education in the School of Data & Innovation is Problem/Project Based Learning (PBL) where students work to solve issues in real-world society. In PBL classes, students collaborate with local governments, companies, and other organizations in Kochi Prefecture--uncovering issues, devising solutions, and learning the digital transformation (DX) process for moving from digitalization to social implementation.

The importance of practical education is widely recognized in Japan. Initial adoption of PBL at universities throughout Japan was driven by the Ministry of Economy, Trade and Industry's advocacy in 2006 of "basic skills for working adults" as essential for working with diverse people. Then in 2008, a project was launched by the Ministry of Education, Culture, Sports, Science and Technology to establish centers for broader dissemination of practical education in order to cultivate IT human resources for supporting growth fields. At that time, Dr. Saiki had just finished his doctoral course at KUT. He was in the right place at the right time and participated in this project as an assistant from KUT. Over the next 13 years, until 2021, he engaged with the PBL method through class improvement and evaluation techniques. From the very beginning, when implementation of PBL began at universities in Japan, Dr. Saiki has been a researcher at the cutting edge of pursuing the best approaches.

In the School of Data & Innovation, he will exploit this previous knowledge to play a wide-ranging role covering not just his own research, but also PBL curriculum design, guidance for students, and efforts to promote understanding of PBL within the university. At this, he flashes an easy smile, saying "I think of myself as a sort of 'jack of all trades'." He says that in 2013 he was "hoping to return to KUT as a faculty member someday" even though he'd transferred from KUT to Kobe University. While mulling over his future direction, he learned that the School of Data & Innovation was recruiting faculty members, and that's how he returned to his old haunts.

Date of posting: June, 2024/ Date of interview: March, 2024

Safety, simplicity, and integration of multiple functions into a single unit are keys to the spread of welfare robots

As society continues to age, the rising demand for nursing care and the shortage of caregivers have become pressing issues. While the development of support robots to lessen the burden of caregivers is flourishing, practical deployment in ordinary homes and facilities is lagging behind. Prof. Wang: "In addition to safety and simplicity of operation, integrating multiple functions into a single unit will be the key to greater dissemination of support robots in the future." He further points out that: "Most recently-developed support robots only have a single function. Robots with multiple functions such as cleaning and movement are needed by people with reduced physical function who require care, but having multiple robots in the home is not realistic due to cost and space."

The team led by Prof. Wang has developed a living support robot, integrating multiple functions into a single unit, which can carry out diverse types of tasks while the user is seated in a chair. This is achieved by maximally exploiting the upper body motor function of people with lower limb disability or elderly people with weak legs. A system was developed which uses motion sensors to detect the upper body movements of the user. The system thereby recognizes the operation intentions of the person, and carries out actions accordingly.

Prof. Wang's aim is to "allow users to live their lives as before by using this robot, so they can avoid becoming bedridden." At the same time, he has successfully developed safety control technology--a difficult problem in the field of support robots. As an accomplishment that will lead to the resolution of safety issues that have been a barrier to the widespread use of welfare robots, this work has received awards at international conferences and attracted worldwide attention.

Toward the world's first living support robot capable of providing the same support as caregivers

As an evolution of previous achievements, an integrated multi-functional robot which provides a range of living support services to bedridden elderly individuals has been developed. Alongside omniwheels enabling omnidirectional movement and arms with seven degrees of freedom to replicate human motions, various sensors are incorporated for environmental perception. Therefore, the robot can offer daily support for diverse tasks with human-friendly movements, while navigating home spaces freely through obstacle avoidance.

The biggest difference from existing living support robots is that, even without specific instructions, the robot can recognize abstract physiological needs like hunger or thirst, and provide the appropriate support. Major Japanese manufacturers have already developed cutting-edge robots capable of actions like fetching objects, and opening and shutting curtains, but clear instructions must be provided like "please make me some tea" or "please set the room temperature to 25掳C."

"When dealing with bedridden elderly people whose brain function has declined, expressing physiological needs such as hunger or thirst is much simpler than giving specific instructions. A robot is more practical if it can understand physiological needs and take appropriate actions to satisfy them."

Speech recognition, device operation, and other previous methods of interaction with robots are very difficult for bedridden elderly people. Thus, Prof. Wang proposed the idea of using colored information on cards as a simpler, smoother communication technique. There is a high probability of misrecognition if only a single color is used, so a "colored AR marker" system was developed. This improves the AR markers that were the ordinary 2D recognition method, with recognition carried out in two stages based on a square shape and a trichromatic color pattern. On the front side of the cards, there are various color patterns, and on the back side there are text and illustrations indicating physiological needs like moving, eating, or excretion. A request is made by presenting the front side of the card to the robot. Color discrimination also has the advantage that processing speed is fast compared to complex image processing. The results of experiments conducted at a distance of 4 m from bed to robot showed that recognition was possible with a probability of roughly 90% or higher.

A reasoning system has been developed to bridge the gap between physiological needs and the appropriate support. When a physiological need is recognized, the system can reason to the appropriate object based on a pre-constructed knowledge base, and plan a series of actions to satisfy that need. For the robot to behave like a caregiver, it must understand how different objects can contribute to satisfying physiological needs, e.g., tea satisfies thirst. This information is consolidated in the knowledge base needed for reasoning. First, the objects that satisfy each of the basic physiological needs are identified. Then the contribution of each object is indicated on a scale from 0.0 to 1.0, e.g., for quenching thirst tea has a value of 0.8 and milk a value 0.4, while for satisfying hunger, bread has a value of 0.9 and milk has a value of 0.3. In addition, a knowledge base optimized for an individual can be constructed by including information like the types of furniture and appliances in the home environment, and their layout. Prof. Wang: "Optimizing for the individual is extremely important in the field of care--more important than versatility." Values suited to each person can also be entered into the knowledge base.

A robot with a reasoning system, incorporating a knowledge base optimized for a specific individual, can provide appropriate support while constantly updating its knowledge in reference to changes in the environment. Experiments have shown that, in addition to routine tasks like handing the person a biscuit from the table in response to hunger, the system also successfully addresses unforeseen situations. For example, when there is no biscuit at the usual location on the table, the system can select milk as another applicable item, take milk from the refrigerator, and hand it to the user. Additionally, if a biscuit is placed on a table different than usual, and the robot notices that, the position information of the biscuit will be updated. According to Prof. Wang, no one else in the world is researching robots that provide support by reasoning about human physiological needs, and many requests for joint research have come in from researchers overseas.

Prof. Wang's biggest goal is to develop robots that can provide the same support as human caregivers. "I want to make living support robots with extremely simple operation suited to real conditions, and high intelligence for reasoning to specific objects from physiological needs. I want the robots to be practical and inexpensive, and available in the near future."

Date of posting: March, 2024

Elucidating the mechanisms that give rise to consumer culture phenomena... When purchasing a certain product, we, as consumers, make choices unconsciously, starting from the category to which the product belongs. Typical examples of such categories are "smartphone" and "feature phone" for mobile phones, and "hybrid", "SUV", and "minivan" for cars. This classification is not limited to products. Everything around us--music, movies, foods, etc.--has genres, and culture and customs are intricately intertwined with the process that leads to classification. Assistant Professor Kohei ASAOKA specializes in consumer culture theory, a thriving research domain in the field of marketing. His focus is cultural phenomena shaped by consumption, and he is working to elucidate the mechanisms through which they arise.

What is this dynamic research domain, consumer culture theory?

Consumer culture theory is a field of research aimed at constructing theories to elucidate the behavior of consumers towards goods and services, which has a cultural dimension. It also reveals the mechanisms whereby phenomena connected with that behavior emerge. As one domain in the theory of consumer behavior, the field was named by US researchers in 2005. The discipline has a short history, and was introduced for the first time to Japan in 2010 by Professor Takeshi MATSUI of Hitotsubashi University, a former teacher of Dr. Asaoka.

As one example, a culture of celebrating Halloween has taken root Japan in recent years, giving rise to a phenomenon where young people dress up, get together, and have boisterous parties. This is consumer behavior against a backdrop of markets and culture, and it cannot be elucidated with psychology alone.

Dr. Asaoka has been involved in this research since the early period when consumer culture theory first emerged in Japan. Why motivate him to delve into this new research domain?

The theme which Dr. Asaoka has researched since 2015, when he began his doctoral program, is Shibuya-kei music. Shibuya-kei is a musical genre popular in Japan in the 1990s. Representative musicians include: Pizzicato Five, Original Love, and Flipper's Guitar. Dr. Asaoka, a music enthusiast, was drawn to Shibuya-kei as a research theme by a simple question "How does a music genre come into being?"

Categories emerge from the world of consumers

In combing through previous research, Dr. Asaoka realized that three points were unclear: how ideas of new categories emerge, how they spread in the world, and how their use declines. Thus, he analyzed the process of the formation, dissemination, and decline of Shibuya-kei by looking at records of communication involving the word Shibuya-kei and the related social/historical context. For this analysis, he relied on a huge volume of data, consisting mostly of almost 1,000 magazine articles, as well as his own interviews with fans and people involved with the musical scene that came to be called Shibuya-kei.

Examining various types of data, he determined that before the word "Shibuya-kei" appeared, there was a community of people who liked the musicians who would later be grouped under the genre, and that they developed their own unique taste and values through local "scenes" like record stores and clubs in Tokyo.

The shared understanding cultivated within this community spread more widely because the staff in charge of Japanese music at the HMV Shibuya store were themselves part of the community. They understood its perspective, and created a specialized section of the store featuring the music that would come to be called Shibuya-kei.

Furthermore, Dr. Asaoka pointed out that Shibuya-kei declined in the late 90s because the word "Shibuya-kei" came to be used for other phenomena associated with the neighborhood of Shibuya, and thus it lost impact as a musical genre.

The exploration of market category dynamics in this research seems poised to offer actionable insights for corporate marketing strategies. "Although the musicians who typified Shibuya-kei didn't really stand out in the category of Japanese music, they did stand out as representatives of Shibuya-kei. In other words, even if a product has limited market share, there exists a tactic of establishing a category in which the product excels, thereby drawing public interest. Showing this is one important result of my work, I believe."

Findings of consumer culture theory from the social media era

Although Shibuya-kei music continued to decline, it was taken up again by the media in the 2000s, and in recent years the term has increasingly been used as a musical genre name. Why do outdated categories reappear and persist in this way? Through further analysis, Dr. Asaoka discovered that Shibuya-kei resurfaced as a category linked with the 1990s. Two frameworks ("it influenced current culture" and "it's a word with an ambiguous meaning") were used to interpret the past phenomenon of Shibuya-kei and that had a major effect. This research clarified the mechanism whereby these phenomena appear.

Dr. Asaoka will likely continue to have a plethora of topics to explore in his work on Shibuya-kei. "Today, there are many stories about Shibuya-kei on blogs and social media. I want to gather those texts, and explore how the concept of Shibuya-kei is understood today, and whether the real voices of consumers play a role in the persistence of the category."

In recent years, the problem of social media backlash to corporate marketing activities has often been highlighted in the media. One factor here is lack of understanding of the consumer "context." In an era emphasizing communication between companies and consumers, there will be an increasing demand from the corporate realm for insights derived from consumer culture theory, which observes and understands consumer contexts through a theoretical lens.

As a young researcher representing the future of consumer culture theory, Dr. Asaoka will pursue research activities from two directions--his own research, and efforts to develop the research domain--so that techniques of deciphering consumer context can take root in Japan.

Date of posting: March, 2024/ Date of interview: November, 2023

Light-emission is an opportunity for application development

Molecular crystals have various functions, such as optical properties, electrical conductivity, and magnetism, and are a key material for realizing next-generation photonics and electronics. However, molecular crystals have a dense anisotropic structure where molecules are packed together, so although there is potential for higher performance, they lack flexibility, and are brittle and break easily. If we can freely design soft, pliant crystals, then perhaps new life can be brought to the materials field. With that idea in mind, Dr. Hayashi carried out crystal design based on molecule structure, using 蟺-conjugated molecules (which have particularly high functionality among molecular crystals) to create "flexible molecular crystals" with density, anisotropy, and flexibility. In this process, he also discovered that these crystals have the property of emitting light and their light emission changes due to bending.

For Dr. Hayashi, these discoveries were truly a golden opportunity. He is currently focusing on applications in flexible optical waveguides and optical resonators, which exploit the elastic deformation and light-emitting characteristics of flexible molecular crystals.

Dramatic improvement in photon transport functionality of flexible molecular crystals

To realize nano-micro-small optical communication devices, it is crucial to develop "self-emitting" optical waveguides requiring no contact with the light source and no angle adjustment because they employ light emission by the waveguide itself. However, previous self-emitting types lacked flexibility and strength, and when there is overlap of the substance's light absorption band and light emission band, the device absorbs its own light emission, resulting in an issue of low phototransport efficiency.

Developing diverse types of optical resonators using organic crystals and polymer crystals

Light has the property that once emitted, it diffuses, and a key question for achieving free control of light is how to strongly confine it to a micro-region. Ultra-small "optical resonators," whose structure confines light for a certain time, are used in practice in various applications, like laser oscillation, as devices which save energy because signal processing is performed with the confined light. Dr. Hayashi and colleagues are also developing high-performance, ultra-small optical resonators by using flexible molecular crystals.

In principle, an optical resonator works like this: incident light is confined in a space, and the signal is amplified by sending it back and forth, or in a loop, inside the device so that a specific stationary wave is produced, and a distinctive type of light is emitted. There are various types of optical resonators, but the most typical is a Fabry-P茅rot mode resonator which achieves resonation by passing light back and forth between two mirrors arranged parallel to each other. Molecular crystals made up of regular arrays of molecules can easily assume a parallel configuration. Thus, Dr. Hayashi produced various flexible molecular crystals, and measured changes in their fluorescence spectrum due to bending deformation. This resulted in discovery of patterns derived from the resonance mode, and a Fabry-P茅rot mode resonator employing a flexible molecular crystal was successfully developed.

Aside from this, Dr. Hayashi is developing various types of optical resonators exploiting crystal flexibility, such as ring resonators where the confined light continues to loop while being fully reflected. This type is achieved by forming flexible molecular crystals into a ring shape.

Organic/inorganic hybrid spheres with light-emitting characteristics have also been created through the simple adjustment of applying light-emitting polymer solution to ultra-small silica spheres about 5渭m in size. When light was shined onto these spheres and confined, and changes in the fluorescence spectrum were measured, it was discovered that sharp light emission bands periodically appeared, indicating optical resonance inside the sphere. This showed that these spheres behave as Whispering Gallery Mode (WGM) resonators, a type of ring resonator.

"WGM is a mode where light travels along circular walls. It's like if you whisper inside a large circular dome, the waves of sound are transmitted by the walls, and your voice can be heard by a person on the other side of the dome. The WGM mode works on the same principle as this phenomenon. Light travels around near the surface of the sphere, strongly resonating, so the oscillating light is sharpened, and this is expected to improve light output and light detection sensitivity."

Dr. Hayashi believes the scope of application will greatly expand when this light-emitting organic/inorganic hybrid sphere is coated on various substrates for greater surface area.

Aiming to establish a new academic domain beyond the boundaries of science

Resonators are also a key component of laser oscillators, and Dr. Hayashi wants to expand his R&D on optical resonators to lasers.

If it's possible to change the current mainstream, inorganic laser media to organic types, it will also be very advantageous in terms of both cost and energy.

Due to opportunities like this, Dr. Hayashi has recently participated in applied physics and laser conferences, and he is actively collaborating with other fields.

Even before that, in his laboratory, he designed and synthesized molecular structures starting from the functions he wanted them to manifest, devised design methods for crystal structures where many molecules are arranged in an orderly structure, and carried the development through to the end--not just evaluation of the characteristics which appeared, but also applications of the developed materials. Dr. Hayashi is committed to an interdisciplinary research style, and revolutionary research results have been consistently announced by his laboratory over the last few years. Many have attracted outside attention, being featured in academic journals and other media both inside and outside Japan. What drives this rapid progress?

"I do interdisciplinary research simply because I enjoy it. When I create a new substance, I don't stop there. I look at it from every angle, and persistently investigate its unknown points. That's what really motivates my research. Kochi University of Technology has an excellent culture that facilitates collaboration with other fields in research and interdisciplinary joint research. That sort of research environment is definitely a plus for me."

Dr. Hayashi's biggest goal, on which he's staked his research life, is to systematize paths from molecule design to applied development of devices, and establish a new academic domain that transcends the boundaries of materials science. Going forward, he will continue pushing toward its realization with original ideas and sound practical skills.

Date of posting: March, 2024/ Date of interview: October, 2023

Indicating a sound path towards practical use of CES structures

Even among people aware of reinforced concrete (RC) construction and steel (S) construction as building structure types, many have likely not heard of steel-framed reinforced concrete (SRC) construction, which combines RC and S construction. SRC construction was developed in Japan in the Taisho period, and evolved in a unique way. It has been used in large-scale buildings and high-rise buildings as an architectural structure with outstanding earthquake resistance. However, since 1990, there has been a rapid decline in the number of buildings constructed in Japan, mainly due to longer construction periods and higher costs driven by complicated design and construction. Still, the results of a survey of building damage caused by the 1995 Great Hanshin earthquake showed that the overall earthquake resistance performance of SRC construction was significantly better than other structures. Thus, R&D was started in 2001 in Japan on the CES structure, which consist only of a steel frame and fiber-reinforced concrete (FRC), as an architectural approach which achieves superior buildability while harnessing the high seismic resistance of SRC construction.

CES structure is especially suited to Japan, an earthquake-prone country where there are concerns about the shrinking working population. Dr. Suzuki got involved with this research around the first year of his Master's program. A teacher from his undergraduate days happened to be the originator of the CES structure, and he began experiments and analysis to evaluate structural performance--critical work for achieving practical use of the CES structure.

Thirteen years later, in May 2022, the book AIJ Guidelines for Structural Design of Concrete Encased Steel (CES) Buildings Based on Performance Evaluation Concept (Draft) was published by the Architectural Institute of Japan. This book was written collaboratively by Dr. Suzuki and his colleagues, and presents a well-defined roadmap towards practical use of CES structures.

First to clarify the structural performance of column bases in CES structures

Amid high expectations for future dissemination of the CES structure, Dr. Suzuki looked at the "column base part," the boundary between the building and foundation. This was a point that had previously lacked thorough verification. He is currently analyzing dynamic properties, from cracking to failure, and researching the earthquake resistance performance of buildings by using the dynamic characteristics of structure performance.

CES structures with encased steel have two column base types, depending on whether the steel frame is embedded in the foundation structure. The non-embedded type is superior to the embedded type in terms of buildability, but earthquake resistance is far inferior to the embedded type, so each type has both advantages and disadvantages.

Dr. Suzuki began with a structure experiment. The aim was to observe cracking after applying forces simulating earthquake motion to an embedded-type test specimen. The results confirmed that: first, the shallower the depth of embedding, the lower the resistance to shearing force, and second the magnitude of the resistance force differs depending on whether or not there is a base plate supporting the embedded steel frame. This work showed, for the first time, the structural performance of embedded column bases in a CES structure.

Next, in order to improve earthquake-resistance with the non-embedded type, Dr. Suzuki carried out structural experiments by fabricating a test specimen with anti-slip reinforcement on the underside of the base plate. The results here confirmed that anti-slip reinforcement improved resistance to shearing force, but there was damage to foundation concrete on the side surface of the test specimen, so the approach had disadvantages rather than advantages.

Researchers, like Dr. Suzuki, who are doing both experimental and analytic research in the field of seismic engineering are unusual, and he sees this as one of his strengths. "By conducting research from both experimental and analytic perspectives, I'm not limited to theoretical calculations. I can also experimentally demonstrate force flows and resistance in concrete in response to earthquake motion, and numerically express previously considered hypotheses"

In each experiment on column bases, he also observed the maximum force the structure can bear without failing, and he is developing those results into proposal of member bearing capacity evaluation formulas necessary for designing CES structures.

Encountering CES structures shaped his research life

Dr. Suzuki aims to advance seismic engineering in Japan, and he is working on many themes aside from this research. One example is a system he has built to enable visualization of the concrete cracking of an entire building, which occurs in an earthquake, by using high-resolution photo data from before and after deformation. This system also enables automatic determination of the degree of damage.

Dr. Suzuki is from Shizuoka Prefecture, an area likely to be struck by a Nankai Trough earthquake. There were periodic disaster drills from the time he was in elementary school, and disaster-safety hoods on every student's chair. He had many opportunities to think about earthquakes due to the vulnerability of his home region. He also accompanied his grandfather, a tatami maker, and often saw local homes under construction, and this influenced him in choosing the path of earthquake-resistant design which combines earthquakes and architecture. Looking back on his research activities, he says "My encounter with CES structures has shaped my life."

"Few people are researching CES structures, so the more I work, the more results I can produce. I can do research with the enthusiasm of establishing a new structure type in the world, and that's a big motivation."

When we hear the term "architectural design," people tend to think of the artistic side of design, but Dr. Suzuki wants his students to be strong structure designers. Here, we can see his ideas in a nutshell: "We're doing architecture in Japan, so we can't get away from structural issues."

Date of posting: March, 2024/ Date of interview: July, 2023

Organic materials typically exhibit a trade-off between crystallinity and flexibility--the common-sense view being that organic molecular crystals are not flexible. Associate Professor Hayashi had a feeling that this received wisdom could be overturned, and he noticed slight movements in the crystal structure of 蟺-conjugated molecules, often used as organic photonics and electronics materials due to their unique optical and electronic properties. By using independently discovered design/synthesis strategies for these 蟺-conjugated molecules, he has developed "elastic molecular crystals"--single crystals with flexibility--and produced new materials in which these crystals have light-emitting properties. These results are expected to catalyze new innovations in materials, beyond the scope of polymer materials.

Creating flexible crystals composed of 蟺-conjugated molecules

"蟺-Conjugated molecules" have garnered attention in recent years as basic materials in the field of organic electronics. The relatively free movement of electrons within these materials results in unusual properties like semiconductivity, conductivity, and light-emission. Dr. Hayashi aims to create new materials going beyond polymers by employing organic/polymer synthesis and molecular assembly chemistry. The key is these 蟺-conjugated molecules.

Organic photonics/electronics materials are broadly classified into two types: small-molecule single crystals and polymer resins. Small-molecule single crystals have a dense, anisotropic structure with tightly packed molecules, promising high performance. However, their low flexibility renders them fragile and prone to breakage. Polymer resins, in contrast, exhibit properties exactly the opposite of single crystals. Although they offer flexibility, attaining optimal performance is hindered by their structure, which contains numerous gaps. This is the common-sense view of the "trade-off between crystallinity and flexibility" in molecular assemblies.

If organic molecular crystal materials could be endowed with flexibility, it would greatly expand the possibilities of organic material chemistry. With that idea in mind, Dr. Hayashi set to work developing new materials combining the advantages of single molecular crystals and polymer materials. Keeping in mind the "slip mechanism" of 蟺-conjugated molecules in crystals, he successfully developed a new material, elastic molecular crystals, with outstanding density, anisotropy, and flexibility by cycling through the molecule design and synthesis process. He also discovered phenomena like chromics in light-emission induced by deformation. There have previously been no reported examples of elastically-deformable single crystals composed of 蟺-conjugated molecules, and Dr. Hayashi announced these elastic crystals as a world first. These new materials with both flexibility and high performance are attracting attention as a route to new possibilities for small-molecule materials and new material innovations. Dr. Hayashi has this to say about the background of the development: "If the inside of a crystal has a crooked structure, the molecules cannot move, but I thought: if there is a mechanism allowing movement, movement should be possible no matter how tightly packed they are. That's when I got the idea of producing a "slip mechanism" for molecules. I noticed the high planarity of 蟺-conjugated molecules, increased their planarity to the limit, crafted a design to prevent molecule twisting and distortion, and then executed that design through repeated synthesis."

When force is applied to the crystal, bending occurs due to its molecular planes shifting in one direction. They then return to their original state. Repeated changes in color also occur due to this characteristic, so Dr. Hayashi is exploring applications in "optical waveguides." These waveguides are used for components like optical fibers that have both high radio wave efficiency and composition.

Dr. Hayashi says what drives him in research is "witnessing new phenomena and the development of new materials." He believes the novel idea of a flexible crystal material may revolutionize materials chemistry. "Creating new materials bridging the gap between single crystals and polymers, with their completely different properties, will blur the boundaries of materials science. I think that's where the potential for innovation lies."

By embracing free thinking in his approach to polymer and crystal materials, Dr. Hayashi is pioneering not only novel materials but also new fields.

Developing fully-recyclable functional fiber materials

Dr. Hayashi is developing fully-recyclable functional fiber materials as one application of elastic crystals.

Fiber materials used in industry are usually made of macromolecule polymers. Unfortunately, large amounts of waste are produced in raw material synthesis, and even recovery and reuse of products incurs costs for washing and processing. Chemical recycling--involving breakdown and recovery on the molecular level--is not easy in terms of methods or costs, and there are limits on conventional recycling systems for synthetic chemical fibers. Small-molecule monomers, on the other hand, can be easily dissolved by organic solvents, allowing full breakdown and recovery of molecular units, but they are fragile and hard to handle as fiber materials.

To overcome such issues, it is crucial to develop new fiber materials that excel in both waste reduction and recycling. Here, Dr. Hayashi conceived the idea of producing functional fibers from small-molecule monomer units by exploiting the flexibility of elastic crystals. The idea is to realize a full recycling process, which cannot be achieved with fiber materials using polymers as a raw material, and exploit the unique functions of single crystal fibers. "While synthesizing elastic crystals, I realized we can produce long, thin crystals with behavior similar to fibers. I thought that perhaps fibers could be produced by leveraging this property effectively."

According to Dr. Hayashi, deliberately inducing elongated crystals in elastic substances causes them to assume a fibrous morphology, and entanglement occurs so they exhibit a light, fluffy texture similar to fibers composed of polymers. By harnessing the efficient light-absorption capabilities of elastic crystals, it may be possible to employ them as functional fiber materials that block UV light. Dr. Hayashi is keen on "advancing towards practical implementation through collaborative research with companies that have expressed an interest."

Before starting his research on crystal engineering, Dr. Hayashi's specialty was polymer science. "I've been very interested in fiber materials for a long time," he says.

Date of posting: March, 2024

Development of nanoporous catalysts to reduce environmental impact

In developing the concept of "dealloying," a technique for producing nanoporous metals, Prof. Fujita and his collaborators were inspired by the phenomenon whereby specific elements selectively elute from an alloy due to corrosion. The technique is very simple and involves simply alloying metals that are stable and metals that are unstable to corrosion, and then performing selective corrosion with an electrolytic solution. Prof. Fujita: "No special experimental equipment is needed to fabricate nanoporous metals through dealloying, so the technique is very simple and has great potential."

Among the diverse functions of nanoporous metals, catalyst applications are particularly promising. In previous nanoparticle catalysts, multiple nanoparticle metals were arranged on the surface of an oxide. Only the vicinity of the nanoparticle was active, and other regions were not effectively used. A nanoporous catalyst, on the other hand, has a structure in which metal is complexly entangled with oxides, and thus not only does the active region greatly expand, the active time of the chemical reaction can be maintained for a long time because it has high durability.

Prof. Fujita has also begun developing a revolutionary new catalyst system which allows DRM to be driven at room temperature by a high voltage applied to the nanoporous catalyst (a conductor) and causing corona discharge^*2. One recent trend is to optimize chemical reactions for industrial purposes by leveraging external fields, such as light or an electric field, as the driving force to control the reaction path and speed. With conventional nanoparticle catalysts, however, the reaction only proceeds near the nanoparticles dispersed on the surface of an oxide, so extremely low coupling efficiency between the catalyst and external field is an issue. To solve this problem, Prof. Fujita and colleagues turned to nanoporous catalysts because they can accumulate electric fields on their surface. The idea was to bring the electric field of the catalyst surface closer to the gas which generates the external field through corona discharge, thereby improving the coupling efficiency with the external field, and activating the catalytic reaction. Experiments with the developed equipment confirmed that the catalyst accelerates the reaction through corona discharge.

Other innovative results have been accomplished, promising substantial reductions in environmental impact. One notable achievement involves applying acid etching and heat treatment to impart electrical conductivity to a metal-organic framework (MOF) initially impermeable to electricity. This transformation successfully converts it into an exceptional catalyst for water electrolysis.

*2) Phenomenon which occurs due to the non-uniform electric field when a high voltage is applied to a local point like a sharp electrode

Striving for a "universal catalyst"

Another major theme Prof. Fujita is exploring is the development of "super multi-element catalysts" combining multiple elements.

Behind this success was an idea based on "reversal." A bottom-up technique was used to make previous multi-element catalysts, building up elements one by one. Prof. Fujita and his colleagues had the opposite idea. They used a "top-down" technique of first fabricating a composite alloy of multiple elements and then optimizing the end product by removing those that are unneeded. This overturned the received wisdom regarding catalyst design techniques, and led to dramatic progress.

The final objective of Prof. Fujita's research in this area is a universal catalyst that works in all reactions.

The method of choosing elements is also important for fabricating multi-element catalysts. On that front, Prof. Fujita is planning to merge catalyst science and data science, and develop a system for finding optimal combinations of elements. In March 2021, the university installed a state-of-the-art electron microscope equipped with outstanding features like high resolution and wide-ranging analytic capabilities. "This equipment will likely drive a quantum leap in the progress of our research," says Prof. Fujita with conviction.

Date of posting: February, 2024

Eliciting new properties of light through nanoscale circuit design

Metamaterials are artificial structures, such as electrodes, with circuit design at a scale larger than atoms and molecules, but smaller than electromagnetic waves. They exhibit properties and functions unattainable with ordinary materials. CNTs are a promising component of metamaterials due to their outstanding electrical and optical characteristics. Previously, the mainstream nanotechnology technique has been a top-down process of producing fine-patterns by processing materials. This process is approaching the lower limits of size, however, and that is sparking active research on bottom-up approaches, where atoms and molecules spontaneously form into ordered structures of higher dimensionality.

CNTs can be grown like plants simply by supplying carbon source gas to nanoparticles of catalyst deposited on a substrate. Due to this "self-organized growth process," CNTs promise easy bottom-up fabrication of the fine-patterned, complex structures indispensable for metamaterials.

We see self-organized patterns everywhere in the natural world. Examples include the sophisticated washing function of the surface of a snail's shell and the adhesive function of the bristles that grow on the toes of lizards. Many organisms employ nanotechnology built through self-organization. In imitation of the self-organizing phenomena observed in nature, Prof. Furuta has produced various nanostructures using CNTs, and identified unique functionalities with potential applications in metamaterials.

High-density CNTs aligned in the same direction perpendicular to a substrate are called a "CNT forest" because they look like a forest of trees. This material is attracting attention as the "blackest of all substances," capable of absorbing light of all wavelengths with high sensitivity. In their efforts to fabricate metamaterials using CNT forests, Prof. Furuta and his colleagues developed a technique for forming microparticle arrays in the shape of a split ring resonator (SRR)--one form of metamaterial--by patterning catalyst microparticles with a focused ion beam (FIB). Evaluation of the properties of CNT forests with an SRR structure, fabricated with this technology, showed that reflection intensity of infrared light is reduced by a resonance phenomenon in the circuit, so that metamaterial performance is exhibited. This achievement, the world's first case of fabricating a metamaterial with CNTs, was featured in a prestigious journal and received high acclaim.

Prof. Furuta has also noticed the structures formed, through self-organization, by low-density CNT forests under a carbon film, and successfully controlled the structure thickness. He was the first to discover the outstanding optical characteristics of these structures, and he named them "frost column-like CNT forests" due to their similarity to frost columns. He has shown that frost column-like CNT forests processed into a fishnet form, with periodic holes opened in the carbon film, have increased absorption of infrared light compared to unprocessed structures, thus eliciting their metamaterial characteristics.

Building on these achievements, Prof. Furuta and his team are pioneering the field of "CNT forest metamaterials."

Development of fabrication techniques for larger-area CNT forest metamaterials

Larger area will be needed to apply CNT forest metamaterials to energy devices. However, increasing area is acknowledged as technically difficult when using FIB processing techniques. Thus, Prof. Futura and colleagues have developed a new technique for building up CNT forests through self-organization. This technique uses the dry etching method, crucial for semiconductor integration, as an alternative method. They have demonstrated the ability to control the absorption and reflection of specific wavelengths--a hallmark of metamaterials--using CNT forests produced through this technique. By fabricating CNT forests with self-organizing techniques allowing larger area, and discovering their metamaterial characteristics, they may have found a key to realizing large-area CNT forest metamaterials.

Prof. Furuta is also developing high-efficiency solar water heaters, utilizing CNTs to bridge these research outcomes with practical applications. His investigations so far have focused on improving performance. For example, he has compared the temperature increases of commercial materials and CNTs as a light absorbent, and discovered that temperature rises more readily with CNTs.

Through this sort of R&D, Prof. Furuta hopes to use nanomaterials to help solve global energy problems. He aims to create low-cost, environmentally-friendly energy devices, to help address energy challenges in rural areas and developing countries.

One of the UN's Sustainable Development Goals (SDGs) for 2030 is to secure access to safe and affordable drinking water for all people worldwide. In this connection, Prof. Furuta says "We are also looking at using technology for recovering unused thermal energy, in the process of producing distilled water from seawater in developing countries." Prof. Furuta has demonstrated the potential of CNTs in all areas, from basic research to applications. Going forward, he will continue to think outside the box, drawing inspiration from nature, and developing nanotechnology to contribute to the sustainable development of humankind.

Date of posting: January, 2024/ Date of interview: April, 2022

Clarifying the functions of each brain region through experiments using MRI

The brain's information processing plays a major role in human perception. However, we still lack a complete picture of how brain areas respond to different perceptions. Prof. Shigemasu uses fMRI, a technique for imaging brain activity, to elucidate the brain mechanisms involved in three-dimensional perception. In previous experiments, he has discovered that brain regions show different activation patterns when looking at differences in the depth position between objects versus looking at depth-direction structure inside objects, and he has elucidated the functions of each brain region.

The brain's information processing does more than just perceive the three-dimensional world from vision and other inputs. It must also output appropriate actions based on that information. Prof. Shigemasu realized that "to elucidate the brain's processing system, we must also consider action," and he broadened his research to regions involved in motor output. Which specific areas within the brain handle the processing of input information relevant to motor output? To elucidate this question, Prof. Shigemasu conducted experiments where participants were first shown an object, and then immediately afterwards the object was hidden, and they were asked to grasp the object with their hand by inferring its orientation under conditions with no visual information. Brain activity during the experiment was measured with MRI. The results showed that the orientation of the object can be decoded from the activity pattern of the visual region, even when there is no visual input in real-time. He is currently engaged in empirical studies showing that various types of active processing are carried out relating to motor output based on visual brain areas which have previously been thought to process mainly passive visual input.

This elucidation of brain regions is likely to be useful for realizing brain-machine interfaces that allow operation of a machine or computer based on brain activity.

Cutting-edge technology helps zero in on the universal characteristics of human beings

Thanks to the appearance of inexpensive, high-performance head-mounted displays, we are entering an era where VR and other artificially-constructed three-dimensional spaces are commonplace. Prof. Shigemasu: "If artificial worlds are to provide perceptual effects on a par with the real world, we need to understand how people achieve three-dimensional perception." In recent years, his focus has broadened to research using VR technology.

The distinguishing feature of VR is the ability to construct worlds free from the constraints of the real world. But what is the impact, on an individual's sensations of their own body, of a space that does not follow the physical laws of the real world, or a body different from their own? Such questions are still largely shrouded in mystery. "The anticipated widespread adoption of three-dimensional virtual spaces highlights the importance of understanding how effectively humans can adapt to alterations in space and body." Prof. Shigemasu aims to elucidate the features of human perception by manipulating VR environments and examining the resulting effects.

To investigate whether somatic sensations or motor output vary when the position of an individual's legs are visually manipulated in VR, Dr. Shigemasu conducted an experiment where subjects trained with their avatar projected frontally. The results showed that, when the avatar's legs were presented lower than in reality, the subjects raised their legs higher than in reality after training, and the changed perception of leg position persisted for as long as 10 minutes afterward. In questionnaire results, none of the experiment participants noticed that the presented body position was different from reality, and thus it was discovered that these effects occur unconsciously.

In experiments exploring techniques of operating extended body parts such as robot arms, with the same sensations as moving one's own body, it was found that, when a subject's hand is changed into a visually split state in VR, subjects move some sensation of their own body into the split hand. People can smoothly operate an extended body part by establishing a correspondence of the part with that position.

Prof. Shigemasu is also engaged in joint research on VR with researchers inside and outside Japan. Through experiments, he is empirically clarifying not only low-level processing like sensation and perception, but also high-level psychological effects such as motivation and empathy.

Among his other activities, Prof. Shigemasu is a participant in the R&D organization "Healthcare x VR" established by the Kochi Medical School. He conducts joint research with corporations aimed at treatment and remote medicine employing VR. He collaborates with e-Jan Networks Co. in support of corporate telework, and he has also started research investigating the psychological effects of communication in three-dimensional spaces. He is engaged in diverse interdisciplinary projects, such as technical cooperation with an event offering simulated experience of the Yosakoi Festival in a VR environment. He says that "the scope of my research has been steadily broadening due to the evolution of VR," but his objective lies, in the end, in elucidating the information processing systems of the human brain that have been optimized through the course of evolution.

Date of posting: February 2024

Atmospheric entry: a period of extreme non-equilibrium conditions where multiple physical reactions occur simultaneously

Multiple physical processes occur simultaneously around a capsule during atmospheric entry, resulting in a non-equilibrium state. A balanced state, on the other hand, is said to be in "equilibrium," and sciences like foundational thermodynamics and fluid dynamics have been systematized under the assumption that nitrogen and oxygen molecules in the air are in such an equilibrium state.

In the problem of atmospheric entry, where extreme high temperature and low density are present together, true non-equilibrium characteristics are important, and deriving the heating rate of the capsule requires a non-equilibrium model, not just a general physical calculation of an equilibrium state. The non-equilibrium models employed worldwide so far have calculated numerical values by averaging distributions of atomic and molecular energy modes, but there is room to improve analysis precision.

This approach is possible due to dramatic improvements in computation speed enabled by the technological development of computers. However, if you actually try to implement Dr. Ogino's idea, many of the parameters in the calculation program can't be completely determined, and if you try to find them one by one through calculation, in some cases it can take about 80 years to get a result... Thus, Dr. Ogino is trying to achieve dynamic correction based on results of experimental measurement of any parameters that can't be completely determined.

Striving to establish non-equilibrium models with higher precision

Dr. Ogino has already developed an innovative calculation program incorporating multiple types of physics, including fluid dynamics, chemical reactions, quantum mechanics, and statistical mechanics. However, as noted above, some of the parameters used in the calculation program are uncertain. To verify the numeric values of these uncertain parameters, he plans to conduct wind tunnel tests* of ultra-high-speed air currents using an arc-heated wind tunnel capable of recreating the actual flight environment. This special wind tunnel is located at the Institute of Space and Astronautical Science and Chofu Aerospace Center of the Japan Aerospace Exploration Agency (JAXA).

The analysis precision and reliability of calculations in a non-equilibrium model can be further improved by experimentally deriving numeric values for parameters. Dr. Ogino has high expectations for these experiment results: "By realizing precision of experimental measurements and calculation results in a complementary manner, we can likely make substantial progress toward analysis techniques that enable accurate prediction of the flow around a capsule during atmospheric entry."

Precise analysis of the capsule's heating rate will allow for optimal use of heat-resistant material at specific design points, enabling a reduction in the weight of the existing heavy shielding material. This will open the door to loading more experimental equipment and crew onto rockets, and will also help to reduce launch costs.

The next step after completing a non-equilibrium model is creating a system that allows many people to use the results. Dr. Ogino: "I'm thinking, for example, of mapping heating and load for various cases of capsule flight patterns and paths and eventually publishing the results." A non-equilibrium fluid analysis technique that successfully integrates diverse physical processes without conflicts is vital for the upcoming phase of space development. There are high hopes for the establishment and widespread adoption of such a technique.

* Tests where air is streamed around a stationary model, simulating the state of flying through the atmosphere, and measurements are taken of forces acting on the model and the flow of air around it.

A theory of non-equilibrium flow, expected to have engineering applications in a wide range of fields

Non-equilibrium phenomena are not limited to atmospheric entry; they appear in various situations even in ordinary life. Plasma is one example. When heat and electric energy are applied to a gas, the gas molecules dissociate into atoms, and as the temperature rises, the electrons orbiting the atomic nuclei separate from atoms, resulting in a plasma--i.e., an extremely energetic state consisting of a mixture of neutral molecules, plasma ions, and negative ions.

As part of his exploration of ultra-high-speed air flow, Dr. Ogino is also involved in research on hypersonic passenger aircraft. These planes fly at Mach 6, allowing traversal of the Pacific Ocean from Japan to the US in 2.5 hours, and research is moving forward as an international project in collaboration with the US, Australia, UK, and other countries. Demonstration experiments employing unmanned flight are already being carried out, and since the vibrations when the plane gets into turbulence are greater than ordinary aircraft, a key point for practical use will be establishing technology to maintain stable flight even in turbulence.

Employing knowledge of math and physics, learned in high school and college, in a way that's interesting!?

Dr. Ogino first worked in his current aerospace-related research field as an undergraduate. In choosing a research theme for his senior graduation thesis, he ventured into the area of "atmospheric entry" because he thought the words sounded cool. In analyzing ultra-high-speed air flows around a capsule entering the atmosphere, he frequently applied knowledge of mathematics, physics, and chemistry that he learned in high school and university, and he says that was a lot of fun.

When asked about the special appeal of his research, Dr. Ogino replied that it was the "thrill of pioneering new ground that our great predecessors couldn't tread by using the latest knowledge and technology." Another interesting point, he says, is fully exploiting human intelligence, in the form of equations and experiments, to elucidate real-world physical phenomena like air flow around an airplane or capsule.

General laws allowing unified understanding of extremely complex non-equilibrium states have yet to be worked out. Dr. Ogino's research, which endeavors to intricately elucidate each element of complex phenomena through direct calculation, holds a captivating allure, perhaps stemming from the grandeur of "unraveling the mysteries of the cosmos and the world with human intelligence"--a sentiment Dr. Ogino personally considers the true charm of his work.

Date of posting: December, 2023/ Date of interview: March, 2022

Why do organisms maintain their genomes in multiple chromosomes?銆€

When a cell divides, the genome that constitutes the blueprint of life is passed on to the next generation through the action of the chromosomes. Chromosomes serve to stably maintain the genome and play a key role in transmission of genes through cell multiplication and production of the descendants of life forms. However, the organization of chromosomes does not always follow the blueprint, and in some cases, adaptation occurs due to genetic changes. There may be new possibilities of chromosomes latent in this process, and chromosomes may be doing more than just carrying genetic information. Prof. Ishii is intrigued by chromosomes' flexible tolerance of change, and he is working to elucidate the phenomenon using fission yeast--a unicellular eukaryote sharing many of the same basic principles as human beings--as a model organism.

When people mention chromosomes, they tend to picture an X-shaped object, but chromosomes actually come in diverse shapes and sizes and are not uniformly X-shaped. Across all life forms on Earth--humans, animals, and plants--the inheritance of the genome involves the merging of multiple chromosomes, as occurs with the 46 chromosomes in a human cell. In the human case, these 46 chromosomes must be equally divided each time cells divide, so passing down the genome via multiple chromosomes is an extremely complicated task. One would think that connecting the entire genome into a single molecule and dividing everything in one shot would be far more efficient. Why do living things maintain their genomes in multiple separate chromosomes?

Reproducing chromosome rearrangement, and elucidating its mechanism

A chromosomal region called the "centromere" is essential for equal segregation of the chromosome, and Prof. Ishii calls this the chromosome's "linchpin." In the case of X-shaped chromosomes, this corresponds to the crossing point of the X, and it holds the key to stable segregation of the chromosome during cell division. The cell splits the chromosome in two by gripping the centromere and pulling in opposite directions, left and right. Every chromosome must have a centromere.

Prof. Ishii uses a technique called "centromere disruption" to investigate the flexibility of the chromosomes. This involves experimentally reproducing dynamic chromosome rearrangement, a phenomenon which occurs only when the centromere is removed from the chromosome of fission yeast. He has discovered that, when the centromere is disrupted in one of the three chromosomes of fission yeast, the yeast almost always dies, but in extremely rare cases, the centromere-disrupted chromosome lengthens through chromosome fusion, or a centromere is formed in a new region of the chromosome, thus compensating for the chromosomes' malfunction, and in the end the yeast survives. He has also revealed the probability with which this rare phenomenon occurs.

The dynamics of chromosome structure leading to changes in chromosome configurations and numbers are known to be closely associated with the emergence of tumor cells and genetic diseases. It is medically important to understand the mechanism behind the formation of a new centromere.

Centromere repositioning and chromosome fusion are also significantly involved in speciation, and according to Prof. Ishii, "There have likely been many cases in the evolutionary process where the chromosome configuration changed within the same species, preventing successful reproduction and leading to the emergence of a different organism, despite the organisms still looking almost the same."

Aiming to be an evangelist, promoting the fascination of chromosomes

Prof. Ishii and his colleagues are not only investigating the results of chromosome changes in their experiments disrupting centromeres. They are also trying to analyze, in real time, the molecular response that occurs at the exact moment the chromosome changes due to the disruption and to observe in detail the process whereby speciation occurs due to the chromosomal changes. In their results, they have confirmed that in chromosomes whose centromeres have been disrupted abnormal segregation occurs in the chromosomes that are divided unevenly rather than 1-to-1 during cell division, and this gives rise to acute aneuploidy (abnormal number of chromosomes) in cells.

While talking about the outlook for contributing to society through research, Prof. Ishii also speaks exuberantly of chromosomes as "the most interesting things I've encountered in my life." At the core of Prof. Ishii's research activities are a bottomless curiosity and unwavering passion to solve the riddles of the amazing and unique structures called chromosomes that are at the center of the diverse phenomenon of life. He hopes to be "a chromosome evangelist, clarifying their action and mechanisms, and broadly communicating their intriguing nature." In that role, he will continue his single-minded pursuit of exciting new frontiers, which may lead to important discoveries that shed light on the process of organismic evolution.

Date of posting: December, 2023/ Date of interview: July, 2021

Exploring the effects of cooperation by multiple game-playing AIs

Amidst the global surge in AI development, shogi stands out as a game profoundly influenced by these advancements. In Japan, matches between computer shogi programs and professional shogi players have been actively held since around 2010, and AI's repeated wins over shogi professionals have garnered public attention.

Dr. Takeuchi's specialty is game informatics. He's been involved with shogi since his elementary school days, and he honed his skills in the shogi club in high school. Due to his interest in computer shogi, he began research on improving the performance of computer shogi as a senior in college, and as a member of a Game Programming Seminar (GPS) made up of instructors and students from the Graduate School of Arts and Sciences of The University of Tokyo, he played a role in the development of software called "GPS Shogi."

And that's just how it happened. GPS Shogi was the winner in 2009 and 2012 at the World Computer Shogi Championship. Furthermore, in the fifth game at the 2nd Shogi Denou-sen Match held in 2013, GPS Shogi won against an A-class, eighth-dan shogi professional, becoming the first AI to defeat an A-class professional. This showed that AI was equal to or superior to human pros, and Dr. Takeuchi's splendidly achieved his goal of defeating a shogi professional with software he helped develop.

When AI reached the level of professional shogi, it was a turning point for Dr. Takeuchi. He shifted the focus of his research, moving beyond mere competition for victory with powerful AI. Instead, he delved into exploring cooperation by multiple game-playing AIs, aiming to develop systems capable of more efficient processing than individual AIs.

For example, one technique of employing multiple game-playing AIs in shogi is to gather moves from several programs and take a majority-rules vote to determine the preferred move. This technique is known to be stronger than a single program if randomness is introduced to programs of the same type, and even better results are obtained by combining programs of different types. However, there has been an issue in that, if weak programs constitute a majority, their move will be chosen by majority vote.

Dr. Takeuchi has suggested a method of circumventing this problem by varying vote weights according to strength and other factors, rather than assigning an equal vote to all players. Research has shown this "weighted" technique is superior to ordinary majority voting. This is an example where a technique was discovered to improve AI performance by adeptly using multiple game-playing AIs.

Advancing towards a system for human-AI collaboration by exploiting the effectiveness of advice

Dr. Takeuchi: "This is an era where multiple strong game-playing AIs are available, so I want to make new discoveries--identifying things people can do that AI can't, and things made possible by AIs superior to humans." One thing humans can do that AIs can't is give advice. People are said to improve their shogi skill through advice, but does advice work for AI too? To elucidate that question, Dr. Takeuchi has devised a technique where game-playing AIs provide advice to other game-playing AIs, and run experimental matches between majority-rules voting systems and individual game-playing AIs.

The results showed the new technique had significantly more wins than losses, underscoring the effectiveness of advice. Dr. Takeuchi has also investigated when advice is effective, and how results differ depending on the strength of the adviser. It was found that meaningful advice can be obtained not only from strong players, but also from fairly weak players. In short, a new technique has been established for strengthening game-playing AIs by receiving advice.

On the flip side, humans--not just AI-- can also suggest candidate moves. Likewise, AI can provide pertinent advice to humans at any time during a game. In this way, Dr. Takeuchi is looking to explore the theme of advice not just between AIs, but in systems where humans and AI collaborate.

Previous research on majority-rules voting and advice has shown that, when multiple game-playing AIs are used, performance can be improved more effectively by using teams not of similar game-playing AIs, but AIs of varied strength. Dr. Takeuchi has focused in on "diversity" as the key to performance improvement when combining multiple game-playing AIs, and he is elucidating the relationship between winning percentage and diversity in majority-rules voting where diversity is said to be particularly effective. Diversity in game-playing AI is a new theme, and research has barely scratched the surface, even on the global level.

Games have been used as a test environment for AI for a long time, and AI has made dramatic leaps forward through research based on games. Dr. Takeuchi believes that "what is achieved with games isn't limited to just games--it has broader applications across AI."
He continues: "The concepts of advice and diversity are not limited to games, and I take pride in their applicability to a diverse array of fields. Going forward, I will continue thinking about ways to use multiple game-playing AIs more effectively, and I will strive to systematize our research results. In that way I hope to be a leader in research on the use of multiple game-playing AIs."

Date of posting: December, 2023/ Date of interview: June, 2022

2D communication for power supply and communication, using clothing itself as the transmission line

Centralized wearable devices like smartwatches and smartglasses employ wireless communication via radio waves, with a battery as the power source. For distributed wearable systems, however, this sort of configuration is not realistic.

To solve these problems, Dr. Noda's design supplies power to and communicates with elements, without using a battery or antenna, by employing clothing made from conductive fibers as a two-dimensional (2D) transmission line.

Data is also transmitted via the same transmission line, and radio waves for communication are not emitted to the outside. Thus, 2D communication has features not found in ordinary wired/wireless connection methods.

Realizing a network with a high degree of freedom while avoiding issues specific to flexible materials

Extensive R&D has already been done in technical fields where electronic circuits are formed on flexible materials, such as clothing, fabrics, and films. In conventional approaches, numerous individual signal lines are formed on clothing. With the 2D communication that Dr. Noda is working on, on the other hand, the entire garment is used as a single transmission line. Dr. Noda highlights an issue in previous research, "If we make a circuit in the same way as with an ordinary hard circuit board, just replacing the board with a soft material, a new problem appears. Since the material is fabric, short-circuit faults may occur due to the fabric folding or wrinkling, or due to the formation of electrically conductive fuzz."

There are other advantages to avoiding individual wiring and connecting everything in parallel with a uniform material. "Fabric is made through a standardized process of weaving or knitting, so it can be mass produced in rolls. We can make pants or jackets, or long sleeves or short sleeves, all from the same fabric. Also, finished clothing can be freely modified, by changing the mounting location of electronic circuits, or adding and removing circuits."

However, since the same transmission line is used for both power supply and data transmission, a system of multiplex transmission is needed. In Dr. Noda's research, continuous DC power supply and data communication are performed simultaneously through a technology called frequency division multiplexing (FDM).

Dr. Noda has also developed new circuit techniques to provide compatibility with existing serial communication methods through the addition of a few electronic circuits. Compatibility with widely-used, existing communication systems allows as-is use of things like commercially-available sensor ICs, which is advantageous for using sophisticated functions built into ICs and existing communication software libraries.

High expectations for applications to health management and preventive medicine, and for boosting growth of the VR industry

The wearable networks that are the focus of Dr. Noda's R&D can simultaneously supply power to and communicate with sensors on clothing, so there is excellent potential for industrial applications, and high expectations in areas like health management and preventive medicine.

This is not a subjective indicator like fatigue or an indirect indicator like working hours. Health management can be done based on objective, direct numeric values, for a safer and more secure work environment. The technology can also support home healthcare for the elderly, and capture detailed body data, so we are also likely to see applications to sports science, and to systems for handling full-body tactile sensation in VR.

Dr. Noda: "In developing such applied systems for solving social problems and creating new industries, there will need to be a lot of trial and error, and I'm looking forward to doing that in earnest with the students at Kochi University of Technology, where I assumed my current position last year." To enable his students to conduct research freely, Dr. Noda wants to establish an environment which is as free as possible from constraints, and focused on creative work.

When asked about what attracts him to his research, Dr. Noda says: "It's the sense of achievement. I notice something--'hmm, maybe it's possible if I proceed this way'--then I verify it with my knowledge, and voila! it works."

While producing research results to meet social and industrial needs in areas like medicine and VR, Dr. Noda will continue working to establish his idea, and highlight the potential for a new paradigm in the field of electronics.

Date of posting: November, 2023/ Date of interview: November, 2022

"Why don't we change the skies over Japan?" - Entering the world of air traffic with a former professor

With the appearance of large aircraft, the world entered an era where people can literally go anywhere in one flight. However, the flip side of such easy travel is the problem of congestion and declining operational efficiency due to increased transportation demand. In recent years, R&D on air traffic management has been actively pursued both inside and outside Japan, to enable further growth and greater efficiency in air transportation.

Assoc. Prof. Harada encountered this topic about 10 years ago. In his student years, he majored in aerospace engineering at Kyushu University, and under the guidance of his former professor, who worked for many years as a senior director of research at the Japan Aerospace Exploration Agency (JAXA), he carried out research on trajectory calculations for atmospheric re-entry of the space shuttle, a vehicle he had long dreamed about. When he went on to graduate school, however, he decided to focus his research on air traffic, because his professor, who was facing retirement, said "I wonder if there is some last thing I can do at the university as a researcher." With the phrase "Why don't we change the skies over Japan," he took up the challenge of new research.

"At first, I was a little surprised at my supervisor's change of direction, but--as researchers in the engineering field--we should think about making a contribution, not just our dreams. I asked myself: What are the issues in aviation research today? and What can I do? and I found an answer," says Assoc. Prof. Harada, looking back on that time. While still at the university, he was thrilled to handle highly confidential data, such as flight data equivalent to that in flight data recorders (so-called "black boxes") and flight track data from radar for air traffic controllers.

In the second year of his doctoral program, he studied abroad at the Technical University of Munich in Germany. There, he worked on detailed trajectory calculations in Flight Management Systems (FMS) as well as theoretical examination of optimality in trajectory optimization problems for producing accurate trajectories for aircraft. He learned things and gained actual experiences unavailable in Japan, such as pilot training in a flight simulator equipped with instruments and systems exactly the same as a real cockpit, and mastering new techniques for trajectory optimization calculation. He feels these studies established his foundation as a researcher.

"The point I focus most on in my research is working on actual things. Of course, theory is important and indispensable as a foundation, but in engineering research, I think the goal is to be useful in real-world society."

The key to achieving both safety and economy is "the trajectory that an aircraft wants to fly"

Since around 1950, aircraft autopilot technology has continued to evolve at dramatic speed. At present, most instrument flight is performed by autopilot, but since conditions around a flying aircraft change moment-to-moment due to the effects of weather and other factors, pilots always need correct judgment, and the vital functions of takeoff and landing are performed by human pilots. However, with today's system, where each section of airspace is partitioned and monitored, and ATC's instructions are given by voice, deterioration of efficiency will be inevitable as traffic demand increases in the future. There is a worldwide need to develop traffic management systems which automate control instructions and enable flight with greater efficiency.

銆€At airports in the U.S. and Europe, automation is already moving forward in stages--including, for example, active improvement of efficiency in collaboration with research institutes and manufacturers, but in Japan, there seems to be little progress at the moment. "It is difficult to change the current approach, which ensures safety by relying mainly on the experience of air traffic controllers. Fuel issues due to congestion and delays are secondary. It has been thought difficult to achieve both safety and economy in the skies over Japan."

To break through the current impasse, Assoc. Prof. Harada is investigating operational methods and transportation systems that maximize performance of individual aircraft. He has conducted his research along the following lines: "My idea isn't to make big changes right away. Instead, I hope to support air traffic controllers through smooth assistance by machines, in the fashion of the navigation systems in cars."

"The performance and fuel consumption of aircraft has dramatically improved, but that's pointless if the system does not give those characteristics full play. Each aircraft has a trajectory it wants to fly. If we can determine that so-called optimal trajectory, and enable more efficient flying, it will help to reduce flight time and fuel consumption."

Reproducing the non-disclosed operation of flight management systems (FMS) and deriving optimal trajectories

Airlines fly aircraft automatically according to flight management systems (FMS) installed on board. To improve efficiency of air transport, it is essential to verify actual flight data, but that data is confidential, and not disclosed in most cases.

Thus, Assoc. Prof. Harada developed a calculation tool called "Simulated FMS" which can calculate an optimal trajectory with maximal fuel efficiency, by inputting a performance model for an airframe's engines, aerodynamics, and so forth, and weather conditions such as wind. "Almost the whole course is predetermined, but altitude and speed can be set freely to a certain degree. If trajectories are predicted, and the time of passing through fixed points can be adjusted beforehand, then congestion and delays can be improved by controlling speed during flight."

At present, he is using this tool to develop a system for the initial purpose of flying aircraft with the highest overall efficiency, e.g., by determining how to control multiple aircraft when they come together. He is trying to approach the "feel" of air traffic controllers, shrinking the range of error with actual flight, while conducting thorough computer simulations.

"I've reached the point where the difference in flight times between Simulated FMS predictions and actual data is less than about a minute and a half. But when an aircraft is cruising, it flies roughly 250 meters a second, so there is a change of one km with a difference of four seconds. I'm conducting thorough numerical analyses, and considering new approaches to see how much the discrepancy can be shortened, and what should be done to maximize precision. That's the interesting point of this research."

The goal is a system that will enable use of limited fossil resources for a long time

If this system for efficiently flying aircraft can be realized, it will have significance for the global environment. At the current level of technology, large aircraft have to depend on fossil fuels for power. For example, a single flight between Haneda and Fukuoka consumes roughly 6-10 tons of fuel.

Assoc. Prof. Harada has put thought into this issue: "Approximately 1,000 flights depart and arrive from Haneda Airport alone every day. Over a month, or a year, there is a tremendous difference due simply to how each aircraft flies. I want to create a system which uses limited global resources with so they can last for a long time." His research is very close to home, yet grand in scale--protecting our safety as well as the earth's resources by changing the skies over Japan. There are limits on what a researcher can do, but he is forward-looking: "If I can develop a highly-precise calculation tool, while scrupulously ensuring safety, that will be a persuasive factor. Implementation is still a long way off, but I will advance my research while exchanging information with relevant parties."

Assoc. Prof. Harada is engaged in various other research projects, such as design of abort trajectories for emergencies where both engines are out, based on the famous aircraft landing in the Hudson River. "Determining points where emergency landing is possible through simple piloting even in an emergency is one of the problems of trajectory optimization. The strongest point of machines is their delicate control, so I'm trying to develop guidance and control systems that can cope with a variety of cases. If reasonable results emerge, even exceeding our expectations, students too may sit up and take notice with their eyes sparkling" he says, softening his facial expression.

In the near future, the situation surrounding the skies over Japan will likely see major changes due to the research of Assoc. Prof. Harada.

Date of posting: February, 2023/ Date of interview: July, 2020

Associate Professor Ito has achieved numerous results in his efforts to develop new functional materials, evaluate their properties, and elucidate their reaction behaviors. These new light-absorbing and -emitting materials based on molecules and their hybrids possess the characteristic of being visible.

Developing photofunctional materials that respond to various environments

A phenomenon called "intramolecular charge transfer" occurs in some materials. This phenomenon largely changes the spatial distribution of electrons in a material upon the light absorption. According to Assoc. Prof. Ito, "Materials exhibiting intramolecular charge transfer are quite fascinating because their photofunctionality varies greatly depending on any number of factors." These materials are expected to be applied in electronics like OLEDs, and in photochemical devices which transform light energy into electrical or chemical energy, such as dye-sensitized solar cells or artificial photosynthesis systems.

By focusing on this phenomenon of intramolecular charge transfer, Assoc. Prof. Ito has created photofunctional materials with various frameworks and structures. He has not only varied their properties such as emission color, but also elucidated the mechanisms which produce such differences by exploiting methods based on classical electron transfer theory. The unique feature of Assoc. Prof. Ito's research is that he systematically synthesizes various classes of materials including organic, organometallic and coordination compounds based on precise molecular design, and establishes techniques for fine control of photofunctionality thorough understanding of those materials.

Chemistry is generally seen as a field treating invisible things like atoms, molecules, and ions. However, changes in absorption or emission of light, which are targeted by photochemistry, can be detected with high sensitivity and be directly observed by our eyes, and thus, they are being increasingly used as tools to detect chemicals and environments. Taking advantage of these characteristics of light, Assoc. Prof. Ito has worked to develop "environment-responsive compounds" that vary their light absorption or emission behavior in respond to the surrounding environment such as temperature, polarity, or the presence of coexisting materials.

"Through appropriate design, it is possible to control the properties of molecule-based materials: not only which wavelength of light is absorbed or emitted, but also what kind of environment they respond to. We have succeeded in changing emission colors by understanding the properties of each molecule and designing the chemical structure precisely. Furthermore, I believe that we can also develop new photofunctionality by utilizing the effects of the surrounding environment on molecule-based materials."

Achieving enhanced photoinduced reactions by a simple technique using an ionic nanosphere

Owing to the recent threatened energy depletion, there are high expectations for photochemistry in various fields. Artificial photosynthesis, which drives chemical reactions using light energy, is one such example. In the artificial photosynthesis systems, water is split into molecular hydrogen and oxygen, or carbon dioxide is converted to useful chemicals by employing the phenomenon of electron transfer after the light absorption by a photosensitizer (dye) followed by generating a high-energy excited state. These reactions are triggered by a spatial separation of negative and positive charges. To improve the functionality of the system, it is important to improve efficiency of each primary reaction, i.e., energy and electron transfer driven by light absorption. Assoc. Prof. Ito says: "By looking at these reaction processes microscopically, the reaction occurs when molecules collide with each other, and the reaction yield varies depending on the probability of collision."

Extremely high-concentration reactant (typically 100 to 10,000 times higher than the dye) is required to obtain sufficient reaction efficiency in a homogeneous solution. Thus, Assoc. Prof. Ito and colleagues are conducting research on ionic nanospheres, in which ion-exchange groups are incorporate into minute solid polymer particles, in order to improve reaction efficiency through a simpler method.

"In simple terms, an ionic nanosphere is a nanoparticle version of the ion exchange resin which is contained in water purifiers. They quickly incorporate and concentrate ionic materials in their small space and, thus, I thought that an efficient reaction can be achieved by a small amount of reactant."

Assoc. Prof. Ito prepared samples containing ruthenium complexes and reactants, which accept the excited-state energy from the complex, inside synthesized ionic nanospheres with a diameter of several hundred nanometers, and experimental results showed a dramatic improvement in reaction efficiency, as predicted.

"In homogeneous solution systems, we needed extremely high-concentration of reactants, relative to the dye, but with the new technique, the reaction proceeds at a level of 70% or higher by reactants in the comparable amount with the dyes."

By using the extremely simple technique of loading ionic materials on an ionic nanosphere, a significant improvement in photoinduced reaction efficiency was achieved. Highly efficient photoreaction systems, developed from Assoc. Prof. Ito's new idea of using an ionic nanosphere to control the photofunctionalily of a material(s) can be expected to be applied to artificial photosynthesis and other various dye-sensitized reactions.

But that's not all. Another key point is that, with this technique, conditions can be freely varied such as the type and concentration of reactants. Efficiency in handling ionic materials can be improved no matter what the reaction and, thus, these can be extremely useful materials for realizing various types of photofunctionality.

"By varying the framework of the ionic nanosphere, and the type and amount of doped materials, I want to control interactions between the ionic species and construct photochemical systems in which photofunctionality of the molecules are maximized."