Mathematics is an indispensable tool for understanding and solving many everyday problems; it serves as the formal language for numerous disciplines and constitutes a science—with its own methods and laws—that is the subject of genuine research. The Department of Mathematics has sought to reconcile these aspects by specializing in applied mathematics since its inception, in both teaching and research.
The Department of Mathematics is located in the Sciences-Arrupe building, where it occupies a wing on the third and fourth floors.
It is responsible for undergraduate (Bachelor’s), graduate (Master’s), and doctoral programs in mathematics. It also offers courses in other departments and schools.
Learn more about the Department of Mathematics
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Two UNamur Professors Featured During the Japanese Emperor's Visit
Two UNamur Professors Featured During the Japanese Emperor's Visit
During the Japanese Emperor’s state visit to Belgium, two professors from the University of Namur had the opportunity to represent their institution at two highlights of the official program. Isabelle Parmentier and Alexandre Mauroy reflect on an experience they won’t soon forget.
Alexandre Mauroy: “A great opportunity to raise awareness of UNamur”
On Tuesday, June 23, the state visit began with an official banquet at the Château de Laeken. Among the approximately 150 guests was Alexandre Mauroy, a professor in the Department of Mathematics at the Faculty of Sciences of UNamur. Invited at the request of the Vice-Rector for International Relations and Cooperation, he represented the University of Namur due to his scientific collaborations with Japanese researchers, particularly in connection with a future Erasmus+ project with Kyoto University. “It was a wonderful opportunity to raise awareness of UNamur,” he explains.
At the Castle of Laeken, Alexandre Mauroy encountered a highly formalized protocol and an evening attended by numerous prominent figures. “At the cocktail reception, Prime Minister Bart De Wever was right next to me. At the end of the evening, the King was having his coffee just a few meters away. The next morning, I almost felt like I’d been dreaming.”
Isabelle Parmentier: “I never would have imagined going through this a few years ago”
The next day, the imperial procession stopped at the Castle of Namur for a visit focused on water management. On this occasion, Isabelle Parmentier, a professor in the Department of History at the Faculty of Philosophy and Letters and a specialist in environmental history, was invited by the Governor of the Province of Namur to present a scholarly lecture on the province’s hydrological history. This topic was chosen because of Emperor Naruhito’s interest in issues related to water and the environment.
“It’s a truly special experience,” she explains. “I never would have imagined going through this a few years ago. I was very happy to be able to present my area of expertise to the monarchs.” After the presentations, she shared lunch at the table of the Emperor of Japan and King Philippe. “Protocol dictated that we not speak to them spontaneously, but the Emperor showed great interest in my presentation and asked me several questions.”
Although their experiences were very different, Alexandre Mauroy and Isabelle Parmentier both share the same feeling: pride in having represented the University of Namur at an event that highlights the strength of relations between Belgium and Japan, as well as the international reach of the research conducted at UNamur.
A university open to the world
The University of Namur has developed numerous partnerships with universities and research institutions around the world. These collaborations promote academic exchanges, joint research projects and mobility opportunities for students, researchers and staff, while strengthening UNamur's international profile.
A new study reveals how “free riders” can ultimately promote cooperation
A new study reveals how “free riders” can ultimately promote cooperation
In human societies as well as in ecosystems, opportunistic behaviour does not always prevail. The scientific article, fruit of the collaboration between research teams in India, Slovenia and Belgium, has just been published in the prestigious PNAS journal.
Cooperation lies at the heart of many human societies, ecosystems, and microbial communities. Yet it is constantly threatened by individuals who benefit from collective efforts without contributing themselves. A new study driven by an international collaboration between the teams lead by, Professor Dibakar Ghosh (ISI, Kolkata, India), Professor Matjaž Perc (University of Maribor, Slovenia) and Professor Timoteo Carletti (UNamur, naXys institute, Belgium) shows that the way individuals move within a network can play a decisive role in sustaining cooperation.
For decades, scientists have sought to understand why cooperation persists even though selfish behaviour often appears more advantageous in the short term. Classical theoretical models generally predict that “defectors” — individuals who benefit from a common resource without contributing to it — should eventually dominate.
The unexpected role of movement
Reality, however, tells a different story. In nature as well as in human societies, cooperation remains remarkably widespread. To investigate this apparent paradox, the researchers developed a mathematical model describing populations organized in groups modelled as nodes of a network, where cooperators and defectors can move between groups. Their analysis reveals an unexpected phenomenon: when defectors move faster than cooperators, their advantage can actually diminish. Because cooperators are less mobile, they tend to remain clustered together. These clusters create favourable conditions for mutual support and allow cooperation to persist despite the presence of opportunistic individuals.
The researchers also found that the structure of the network itself plays an important role. Highly connected nodes — comparable to transportation hubs or highly influential individuals in a social network — are particularly effective at sustaining cooperation. By contrast, more peripheral areas remain more vulnerable to defection.
New insights into collective behaviour
These findings highlight a simple yet powerful mechanism: differences in mobility can promote the spontaneous emergence of stable cooperative communities. The results offer new insights into the dynamics of collective behaviour across a wide range of systems, from ecosystems and human societies to microbial populations.
“Our work shows that movement is not merely a secondary feature of a system. It can fundamentally alter the balance between cooperation and selfish behaviour. Cooperation may emerge not despite mobility, but because of it, when different actors move in different ways.”
The journal "Proceedings of the National Academy of Sciences" (PNAS), a peer-reviewed publication of the National Academy of Sciences (NAS), is a leading venue for high-impact original research spanning the biological, physical, and social sciences. The journal has a global reach and welcomes submissions from researchers around the world.
Congratulations to the researchers on this publication!
Timoteo Carletti – Short Biography
After earning a master’s degree in physics from the University of Florence in June 1995, Timoteo Carletti pursued doctoral studies in Florence and Paris, notably at the Institut de mécanique céleste et de calcul des éphémérides. He completed his PhD in Mathematics in February 2000.
In 2005, he moved to Belgium and joined the University of Namur as a Lecturer. He was subsequently appointed Professor in 2008 and Full Professor in 2011 within the Department of Mathematics of the Faculty of Science. In 2010, he was among the founders of the Namur Center for Complex Systems, which later became the Namur Institute for Complex Systems. He served as its Director until December 2014.
About Timoteo Carletti: https://www.unamur.be/en/profil/tcarlett
Alexandre Mauroy: "Mathematics are everywhere!
Alexandre Mauroy: "Mathematics are everywhere!
Alexandre Mauroy has been a professor and researcher in the Department of Mathematics for almost 10 years, working in the field of dynamical systems. He is also Director of the naXys Research Institute, which puts its expertise in complex systems at the service of UNamur researchers from all disciplines. Aware of the sometimes austere reputation of maths among the general public, Alexandre Mauroy works to demonstrate that this discipline is at the heart of today's technological and scientific challenges.
.
Alexandre Mauroy trained as a civil engineer. With a passion for mathematics, he embarked on an academic career that led him to specialize in the study of dynamic systems. A choice that reflects his taste for solving complex problems: "Dynamic systems are phenomena that evolve over time in a non-linear fashion, and do not obey the laws of proportionality. They therefore represent a real challenge for mathematicians, as their equations cannot be solved directly. And yet, non-linear systems are all around us, starting with the weather, our biological clock, road traffic or even the movement of a simple pendulum. So it's a very rich subject."
The Koopman operator or the mathematical magic wand
In his work, Alexandre Mauroy develops methods to better understand these dynamical systems. His stint at the University of Santa Barbara in California from 2011 to 2013 introduced him to operator theory, and in particular the Koopman operator, an original method for studying these unsolvable equations : "The idea may seem counter-intuitive, because we transform a finite-dimensional system into an infinite-dimensional one. It is then described by an infinite number of variables, but it becomes linear and can therefore be solved more easily. It's like using a kind of mathematical magic wand", he explains.
Koopman's operator is not new, however: it was first demonstrated in the 1930s before falling into oblivion. It was only revived in the 2000s. "It was the very beginning of the renaissance of this approach, we were pioneers", recalls Alexandre Mauroy. "Today, the Koopman operator has become very trendy in the scientific community."
And for good reason, many applications are possible thanks to this method. Among those studied by Alexandre Mauroy:
- The study of global stability of equilibria.
- The identification of network structure from observed data (e.g. connections between neurons in the brain or interactions between people).
- Control theory, halfway between mathematics and engineering sciences, which aims to impose the behavior of the dynamic system (e.g. car cruise control).
In this last field, Alexandre Mauroy is collaborating with Elio Tuci (Faculty of Computer Science) on the ARC "AUTOMATic" project, which aims to develop an intelligent urban traffic management system, thanks to data collected by drones. This project illustrates the interdisciplinary dimension of the naXys Institute's research and the "applied math" specificity of the teaching at UNamur's Mathematics Department, which is unique in the Wallonia-Brussels Federation.
.Dusting off the image of mathematics
In addition to his research activities, Alexandre Mauroy is involved in outreach work with secondary school students. The aim? To show that a world "without maths" would be very different from our own.
When we use Google, ChatGPT, or even when we watch Netflix, we use mathematical algorithms.
His message is clear: mathematics is everywhere, and mathematicians have a role to play alongside engineers and computer scientists, particularly in meeting the technological challenges of today and tomorrow.
.
From video games to artificial intelligence, a stopover in Japan
From video games to artificial intelligence, a stopover in Japan
Japan is almost 10,000 kilometers from Belgium, a country that fascinates, not least for its rich culture full of contrasts. Researchers at UNamur maintain close ties with several Japanese institutions, particularly in the fields of computer science, mathematics and video games. Let's take a look at some of these collaborations.
.
Japan is a world reference when it comes to video games. Nintendo, Sony, Sega... so many companies that have left their mark on contemporary popular culture. Fanny Barnabé knows this industry well. A lecturer at the Faculté Économie Management Communication sciencesPo (EMCP) and researcher at the CRIDS/NaDI research institute, she specializes in game studies, a field of research devoted to the study of games. After defending her doctoral thesis on videogame détournement in the fictional universe of Pokémon in 2017, she spent a year as a postdoctoral fellow at the Ritsumeikan Center For Game Studies (Ritsumeikan University, Kyoto), the archipelago's largest video game research center. Internationally recognized, the Center is fortunate to host an exceptional and unpublished archive, thanks to a donation from the giant Nintendo.
.Japan: fertile ground for game studies research
"This stay enabled me to make lasting contacts with the Center's researchers and to insert myself a little more into the somewhat niche field of Japanese video games", explains Fanny Barnabé. "Japan is home to top-flight, internationally recognized researchers, but also industry figures who are easily mobilized, thanks to the country's important position in terms of video game production."
Many years and research work later, Fanny Barnabé visited Japan once again at the end of May, on an academic mission. The aim: to present the latest work being carried out at UNamur, particularly in edutainment or "serious game"and, she hopes, lay the foundations for new partnerships and student exchanges.
Green AI in focus
The Faculty of Informatics has long-standing links with the National Institute of Informatics (NII), an internationally recognized research institute located in the heart of Tokyo. Each year, Master's and PhD students from the faculty are hosted there for a period of four to six months to carry out internships and research projects, via a specific collaboration agreement (Memorandum Of Understanding agreement, or MOU). It's an experience much appreciated by students and PhD students alike, on both scientific and human levels.
Gilles Perrouin, researcher and chairman of the Faculty of Computer Science's Research Commission, guides these students through the presentation of their research topic, often focused in the fields of software engineering, artificial intelligence (AI) or, more recently, green AI. "These are research fields that are evolving very quickly", Gilles Perrouin points out. "There's a lot of debate right now around AI's energy consumption. It's a bit of an oxymoron to say that we can do green AI.But we're working on it via the exploration of smarter techniques when looking for promising solutions to avoid resorting to systematic training of the neural network, which is very costly in terms of energy"explains the researcher. The collaboration has led to the exploration of other areas of AI, such as sign language recognition (Professor Benoît Frénay), in addition to topics in formal methods and software engineering (Professors Pierre-Yves Schobbens and Xavier Devroey).
The academic mission, which Gilles Perrouin also took part in May 2025, was aimed in particular at renewing the collaboration agreement with the NII, but also at sparking promising new partnerships in the fields of software engineering, AI, ethics or cybersecurity.
Dynamic systems under the microscope
At the heart of the Mathematics Department, Alexandre Mauroy, professor and researcher at the Namur Institute for Complex Systems (naXys), is working with his long-time collaborator and friend Yoshihiko Susuki from the prestigious University of Kyoto on a project co-funded by F.N.R.S and JSPS (Japan) to study dynamical systems. "These are so-called 'non-linear' phenomena that do not respect the rules of proportionality. The equations are therefore very difficult, if not impossible, to solve in practice, explains Alexandre Mauroy. "To get around this problem, we mobilize techniques like operator theory, which we're studying as part of this project." This has the advantage of combining theoretical aspects with practical applications, particularly in the field of electrical distribution networks. "These are complex systems, with slow and fast dynamics. An interesting case for which mathematical tools need to be adapted", continues Alexandre Mauroy. This first positive partnership has already led to research visits between the two countries, and promises new collaborations in the future.
In a related field, Riccardo Muolo has been a postdoctoral fellow at the Institute of Science Tokyo since 2023, after completing a PhD thesis at UNamur under the supervision of Professor Timoteo Carletti. Building on the knowledge acquired during his PhD on network dynamics, Riccardo Muolo is now interested in network synchronization theory, a mathematical model that enables us to understand a wide variety of systems: from fireflies to electrical networks to the functioning of the human brain: "For example, in the brain, abnormal synchronization of neuronal networks is associated with pathologies such as epilepsy or Parkinson's. The recent power grid failure in Spain can also be analyzed through this theory", details the researcher.
Student mobility
Students wishing to spend part of their degree course in Japan have the opportunity to do so, thanks to the various agreements UNamur has signed with Japanese institutions. This is the case with the National Institute of Informatics (NII), but also with Soka University and Sophia University (Chiyoda), with which UNamur has signed framework agreements.
This article is taken from the "Far away" section of Omalius magazine #35 (July 2025).
Two UNamur Professors Featured During the Japanese Emperor's Visit
Two UNamur Professors Featured During the Japanese Emperor's Visit
During the Japanese Emperor’s state visit to Belgium, two professors from the University of Namur had the opportunity to represent their institution at two highlights of the official program. Isabelle Parmentier and Alexandre Mauroy reflect on an experience they won’t soon forget.
Alexandre Mauroy: “A great opportunity to raise awareness of UNamur”
On Tuesday, June 23, the state visit began with an official banquet at the Château de Laeken. Among the approximately 150 guests was Alexandre Mauroy, a professor in the Department of Mathematics at the Faculty of Sciences of UNamur. Invited at the request of the Vice-Rector for International Relations and Cooperation, he represented the University of Namur due to his scientific collaborations with Japanese researchers, particularly in connection with a future Erasmus+ project with Kyoto University. “It was a wonderful opportunity to raise awareness of UNamur,” he explains.
At the Castle of Laeken, Alexandre Mauroy encountered a highly formalized protocol and an evening attended by numerous prominent figures. “At the cocktail reception, Prime Minister Bart De Wever was right next to me. At the end of the evening, the King was having his coffee just a few meters away. The next morning, I almost felt like I’d been dreaming.”
Isabelle Parmentier: “I never would have imagined going through this a few years ago”
The next day, the imperial procession stopped at the Castle of Namur for a visit focused on water management. On this occasion, Isabelle Parmentier, a professor in the Department of History at the Faculty of Philosophy and Letters and a specialist in environmental history, was invited by the Governor of the Province of Namur to present a scholarly lecture on the province’s hydrological history. This topic was chosen because of Emperor Naruhito’s interest in issues related to water and the environment.
“It’s a truly special experience,” she explains. “I never would have imagined going through this a few years ago. I was very happy to be able to present my area of expertise to the monarchs.” After the presentations, she shared lunch at the table of the Emperor of Japan and King Philippe. “Protocol dictated that we not speak to them spontaneously, but the Emperor showed great interest in my presentation and asked me several questions.”
Although their experiences were very different, Alexandre Mauroy and Isabelle Parmentier both share the same feeling: pride in having represented the University of Namur at an event that highlights the strength of relations between Belgium and Japan, as well as the international reach of the research conducted at UNamur.
A university open to the world
The University of Namur has developed numerous partnerships with universities and research institutions around the world. These collaborations promote academic exchanges, joint research projects and mobility opportunities for students, researchers and staff, while strengthening UNamur's international profile.
A new study reveals how “free riders” can ultimately promote cooperation
A new study reveals how “free riders” can ultimately promote cooperation
In human societies as well as in ecosystems, opportunistic behaviour does not always prevail. The scientific article, fruit of the collaboration between research teams in India, Slovenia and Belgium, has just been published in the prestigious PNAS journal.
Cooperation lies at the heart of many human societies, ecosystems, and microbial communities. Yet it is constantly threatened by individuals who benefit from collective efforts without contributing themselves. A new study driven by an international collaboration between the teams lead by, Professor Dibakar Ghosh (ISI, Kolkata, India), Professor Matjaž Perc (University of Maribor, Slovenia) and Professor Timoteo Carletti (UNamur, naXys institute, Belgium) shows that the way individuals move within a network can play a decisive role in sustaining cooperation.
For decades, scientists have sought to understand why cooperation persists even though selfish behaviour often appears more advantageous in the short term. Classical theoretical models generally predict that “defectors” — individuals who benefit from a common resource without contributing to it — should eventually dominate.
The unexpected role of movement
Reality, however, tells a different story. In nature as well as in human societies, cooperation remains remarkably widespread. To investigate this apparent paradox, the researchers developed a mathematical model describing populations organized in groups modelled as nodes of a network, where cooperators and defectors can move between groups. Their analysis reveals an unexpected phenomenon: when defectors move faster than cooperators, their advantage can actually diminish. Because cooperators are less mobile, they tend to remain clustered together. These clusters create favourable conditions for mutual support and allow cooperation to persist despite the presence of opportunistic individuals.
The researchers also found that the structure of the network itself plays an important role. Highly connected nodes — comparable to transportation hubs or highly influential individuals in a social network — are particularly effective at sustaining cooperation. By contrast, more peripheral areas remain more vulnerable to defection.
New insights into collective behaviour
These findings highlight a simple yet powerful mechanism: differences in mobility can promote the spontaneous emergence of stable cooperative communities. The results offer new insights into the dynamics of collective behaviour across a wide range of systems, from ecosystems and human societies to microbial populations.
“Our work shows that movement is not merely a secondary feature of a system. It can fundamentally alter the balance between cooperation and selfish behaviour. Cooperation may emerge not despite mobility, but because of it, when different actors move in different ways.”
The journal "Proceedings of the National Academy of Sciences" (PNAS), a peer-reviewed publication of the National Academy of Sciences (NAS), is a leading venue for high-impact original research spanning the biological, physical, and social sciences. The journal has a global reach and welcomes submissions from researchers around the world.
Congratulations to the researchers on this publication!
Timoteo Carletti – Short Biography
After earning a master’s degree in physics from the University of Florence in June 1995, Timoteo Carletti pursued doctoral studies in Florence and Paris, notably at the Institut de mécanique céleste et de calcul des éphémérides. He completed his PhD in Mathematics in February 2000.
In 2005, he moved to Belgium and joined the University of Namur as a Lecturer. He was subsequently appointed Professor in 2008 and Full Professor in 2011 within the Department of Mathematics of the Faculty of Science. In 2010, he was among the founders of the Namur Center for Complex Systems, which later became the Namur Institute for Complex Systems. He served as its Director until December 2014.
About Timoteo Carletti: https://www.unamur.be/en/profil/tcarlett
Alexandre Mauroy: "Mathematics are everywhere!
Alexandre Mauroy: "Mathematics are everywhere!
Alexandre Mauroy has been a professor and researcher in the Department of Mathematics for almost 10 years, working in the field of dynamical systems. He is also Director of the naXys Research Institute, which puts its expertise in complex systems at the service of UNamur researchers from all disciplines. Aware of the sometimes austere reputation of maths among the general public, Alexandre Mauroy works to demonstrate that this discipline is at the heart of today's technological and scientific challenges.
.
Alexandre Mauroy trained as a civil engineer. With a passion for mathematics, he embarked on an academic career that led him to specialize in the study of dynamic systems. A choice that reflects his taste for solving complex problems: "Dynamic systems are phenomena that evolve over time in a non-linear fashion, and do not obey the laws of proportionality. They therefore represent a real challenge for mathematicians, as their equations cannot be solved directly. And yet, non-linear systems are all around us, starting with the weather, our biological clock, road traffic or even the movement of a simple pendulum. So it's a very rich subject."
The Koopman operator or the mathematical magic wand
In his work, Alexandre Mauroy develops methods to better understand these dynamical systems. His stint at the University of Santa Barbara in California from 2011 to 2013 introduced him to operator theory, and in particular the Koopman operator, an original method for studying these unsolvable equations : "The idea may seem counter-intuitive, because we transform a finite-dimensional system into an infinite-dimensional one. It is then described by an infinite number of variables, but it becomes linear and can therefore be solved more easily. It's like using a kind of mathematical magic wand", he explains.
Koopman's operator is not new, however: it was first demonstrated in the 1930s before falling into oblivion. It was only revived in the 2000s. "It was the very beginning of the renaissance of this approach, we were pioneers", recalls Alexandre Mauroy. "Today, the Koopman operator has become very trendy in the scientific community."
And for good reason, many applications are possible thanks to this method. Among those studied by Alexandre Mauroy:
- The study of global stability of equilibria.
- The identification of network structure from observed data (e.g. connections between neurons in the brain or interactions between people).
- Control theory, halfway between mathematics and engineering sciences, which aims to impose the behavior of the dynamic system (e.g. car cruise control).
In this last field, Alexandre Mauroy is collaborating with Elio Tuci (Faculty of Computer Science) on the ARC "AUTOMATic" project, which aims to develop an intelligent urban traffic management system, thanks to data collected by drones. This project illustrates the interdisciplinary dimension of the naXys Institute's research and the "applied math" specificity of the teaching at UNamur's Mathematics Department, which is unique in the Wallonia-Brussels Federation.
.Dusting off the image of mathematics
In addition to his research activities, Alexandre Mauroy is involved in outreach work with secondary school students. The aim? To show that a world "without maths" would be very different from our own.
When we use Google, ChatGPT, or even when we watch Netflix, we use mathematical algorithms.
His message is clear: mathematics is everywhere, and mathematicians have a role to play alongside engineers and computer scientists, particularly in meeting the technological challenges of today and tomorrow.
.
From video games to artificial intelligence, a stopover in Japan
From video games to artificial intelligence, a stopover in Japan
Japan is almost 10,000 kilometers from Belgium, a country that fascinates, not least for its rich culture full of contrasts. Researchers at UNamur maintain close ties with several Japanese institutions, particularly in the fields of computer science, mathematics and video games. Let's take a look at some of these collaborations.
.
Japan is a world reference when it comes to video games. Nintendo, Sony, Sega... so many companies that have left their mark on contemporary popular culture. Fanny Barnabé knows this industry well. A lecturer at the Faculté Économie Management Communication sciencesPo (EMCP) and researcher at the CRIDS/NaDI research institute, she specializes in game studies, a field of research devoted to the study of games. After defending her doctoral thesis on videogame détournement in the fictional universe of Pokémon in 2017, she spent a year as a postdoctoral fellow at the Ritsumeikan Center For Game Studies (Ritsumeikan University, Kyoto), the archipelago's largest video game research center. Internationally recognized, the Center is fortunate to host an exceptional and unpublished archive, thanks to a donation from the giant Nintendo.
.Japan: fertile ground for game studies research
"This stay enabled me to make lasting contacts with the Center's researchers and to insert myself a little more into the somewhat niche field of Japanese video games", explains Fanny Barnabé. "Japan is home to top-flight, internationally recognized researchers, but also industry figures who are easily mobilized, thanks to the country's important position in terms of video game production."
Many years and research work later, Fanny Barnabé visited Japan once again at the end of May, on an academic mission. The aim: to present the latest work being carried out at UNamur, particularly in edutainment or "serious game"and, she hopes, lay the foundations for new partnerships and student exchanges.
Green AI in focus
The Faculty of Informatics has long-standing links with the National Institute of Informatics (NII), an internationally recognized research institute located in the heart of Tokyo. Each year, Master's and PhD students from the faculty are hosted there for a period of four to six months to carry out internships and research projects, via a specific collaboration agreement (Memorandum Of Understanding agreement, or MOU). It's an experience much appreciated by students and PhD students alike, on both scientific and human levels.
Gilles Perrouin, researcher and chairman of the Faculty of Computer Science's Research Commission, guides these students through the presentation of their research topic, often focused in the fields of software engineering, artificial intelligence (AI) or, more recently, green AI. "These are research fields that are evolving very quickly", Gilles Perrouin points out. "There's a lot of debate right now around AI's energy consumption. It's a bit of an oxymoron to say that we can do green AI.But we're working on it via the exploration of smarter techniques when looking for promising solutions to avoid resorting to systematic training of the neural network, which is very costly in terms of energy"explains the researcher. The collaboration has led to the exploration of other areas of AI, such as sign language recognition (Professor Benoît Frénay), in addition to topics in formal methods and software engineering (Professors Pierre-Yves Schobbens and Xavier Devroey).
The academic mission, which Gilles Perrouin also took part in May 2025, was aimed in particular at renewing the collaboration agreement with the NII, but also at sparking promising new partnerships in the fields of software engineering, AI, ethics or cybersecurity.
Dynamic systems under the microscope
At the heart of the Mathematics Department, Alexandre Mauroy, professor and researcher at the Namur Institute for Complex Systems (naXys), is working with his long-time collaborator and friend Yoshihiko Susuki from the prestigious University of Kyoto on a project co-funded by F.N.R.S and JSPS (Japan) to study dynamical systems. "These are so-called 'non-linear' phenomena that do not respect the rules of proportionality. The equations are therefore very difficult, if not impossible, to solve in practice, explains Alexandre Mauroy. "To get around this problem, we mobilize techniques like operator theory, which we're studying as part of this project." This has the advantage of combining theoretical aspects with practical applications, particularly in the field of electrical distribution networks. "These are complex systems, with slow and fast dynamics. An interesting case for which mathematical tools need to be adapted", continues Alexandre Mauroy. This first positive partnership has already led to research visits between the two countries, and promises new collaborations in the future.
In a related field, Riccardo Muolo has been a postdoctoral fellow at the Institute of Science Tokyo since 2023, after completing a PhD thesis at UNamur under the supervision of Professor Timoteo Carletti. Building on the knowledge acquired during his PhD on network dynamics, Riccardo Muolo is now interested in network synchronization theory, a mathematical model that enables us to understand a wide variety of systems: from fireflies to electrical networks to the functioning of the human brain: "For example, in the brain, abnormal synchronization of neuronal networks is associated with pathologies such as epilepsy or Parkinson's. The recent power grid failure in Spain can also be analyzed through this theory", details the researcher.
Student mobility
Students wishing to spend part of their degree course in Japan have the opportunity to do so, thanks to the various agreements UNamur has signed with Japanese institutions. This is the case with the National Institute of Informatics (NII), but also with Soka University and Sophia University (Chiyoda), with which UNamur has signed framework agreements.
This article is taken from the "Far away" section of Omalius magazine #35 (July 2025).