Spotlight on Young Researchers: Paul Hauseux

 

Paul Hauseux was always interested in science, but only recently settled on the researcher path. Before that, his career ambitions stretched from working in sports or music to teaching science. Some years and a PhD later, the French national has come to Luxembourg for his computational engineering Postdoc in the team of ERC grantee Stéphane Bordas at the University of Luxembourg.

“I had the opportunity to do a PhD at University of Lille and this experience with research convinced me to continue in this direction”, Paul says about how he ended up becoming a researcher, adding:

“I like to continuously learn and I have a lot of scientific curiosity. Research gives me freedom and independence and it also enables me to travel, particularly to conferences. In most cases, researchers work in universities and a part of their work is teaching, an aspect I also appreciate.”

After completing his PhD in France, which was funded by the French national radioactive waste management agency (ANDRA), Paul was looking for a place to do a Postdoc. He stumbled across an open position in his field at the Institute of Computational Engineering at the University of Luxembourg, and in January 2016 he came to Luxembourg.

Modelling the effects of uncertainty

Paul works with Prof Stéphane Bordas in the Engineering Science research unit at the University and is a member of the Legato team, which aims to build intuitive and interactive platforms for computational mechanics problems. Paul specifically works on “stochastic finite element methods” – but what exactly is that?

Various fields such as mechanics, geophysics, dynamical systems, statistical physics and mathematical finance rely on modelling what effect uncertainty could have on the output of a system. When it is impossible to analytically solve a problem, numerical methods – such as the ‘finite element method’ are used to develop a model that approximates a solution.

Paul says: ”When parameters involved in the model have a certain degree of uncertainty, stochastic methods, e.g. the stochastic finite element method, are used to take into account this uncertainty. Uncertainties can be modelled by both random variables and random fields in my research.”

“Numerical models and simulations are now commonly used to assist clinicians. I work on the simulation of soft tissue undergoing large deformations and address the problem of quantifying the effect of uncertainties on certain quantities of interest to the user e.g. displacement in a region. The picture shows the numerical results of the displacement of the brain and a target in the brain during brain shift (during a surgery). Monte Carlo methods are employed to propagate uncertainty and so provide statistical results. These methods lead to a collection of independent realisations of the forward model to solve and the picture shows the results for a given set of parameters.”

So what exactly does life look as a computational engineering researcher? It comes to no surprise that daily activities involve spending a lot of time on the machine you are working to improve:

“I spend practically all my day working on a computer. I split my time between implementing new numerical methods and reading scientific papers. Discussions with my colleagues and my advisor are also necessary to make progress and guide my research in the right direction. It is important to be aware of new advances in my field.

“When I obtain interesting results then it is time to write a paper and to attend conferences and/or seminars to show and share my work with other researchers. It also gives me the opportunity to learn, to meet new people and start collaborations. The researcher who is 100% alone and locked in his office is almost non-existent!”

In terms of career goals, Paul would like to have his own research programme and improve the scientific knowledge in his domain. “I would also be glad if my methods can be used by the industry, because there is still a big gap between scientific publications and what it is really made in the industrial sector. On top of that, writing a book before the end of my career is also an objective”, Paul says.

Luxembourg research has “significant potential”

“I originally thought that I would stay for a short experience, but I quickly realised working conditions here are excellent”, Paul says, adding that he was able to extend his initial contact, also pointing out that Luxembourg has some significant potential to become a research destination:

“The creation of the Centre of Excellence in Scientific Computing will enable connections between the different communities. In Luxembourg and with the new campus in Belval, a large diversity of disciplines is present in the same location. All disciplines have everything to gain, to share and bring together important resources concerning computational sciences, because they all use common bases.

“This centre will also help to build partnerships with companies. Finally, most people who come to Luxembourg want to stay because Luxembourg is also a pleasant place to live.”

Paul Hauseux

About Spotlight on Young Researchers

Spotlight on Young Researchers is an FNR initiative to highlight early career researchers across the world who have a connection to Luxembourg. This article is the 13th in a series of around 25 articles, which will be published on a weekly basis. You can see more articles below as and when they are published.

Spotlight on Young Researchers: Zhe Liu

Zhe Liu’s passion for research grew from a desire to find out how things work and why. Considering himself as a ‘Luxembourg-made Chinese researcher’, Zhe came to Luxembourg in 2011 for his AFR PhD, a project for which he later won an FNR Award for ‘Outstanding PhD Thesis’ in 2016.

Spotlight on Young Researchers: Adham Ayman Al-Sayyad

Adham Ayman Al-Sayyad is a PhD researcher working on multidisciplinary cross-border project. In our article, we explore the Egyptian national’s research around the topic of laser beam joining; why his next step post-PhD would be to spend some time working in industry to understand his research topic from new angles; and his passion for bridging cultures to bring people together.

Spotlight on Young Researchers: Guillaume Nataf

“Would matter be perfect, it would be boring” says Guillaume Nataf, who has an oozing passion for physics and teaching fundamental science. The French national did his PhD in the group of FNR PEARL Chair Jens Kreisel at the Luxembourg Institute of Science and Technology (LIST), in collaboration with the French Atomic Commission (CEA). We spoke to Guillaume, who has just started a Postdoc at the University of Cambridge, about life as a researcher.

Spotlight on Young Researchers: Martin Řehoř

In industry, computer simulations and optimizations are established approaches to inform and improve engineering designs. As part of his Industrial Fellowship, Postdoc Martin Řehoř works on numerical solvers that could help solve design problems that involve the processing of fluids.

Spotlight on Young Researchers: Pier Mario Lupinu

When one thinks of banks and financial institutions, the word ‘research’ may not come to mind. However, research has much to offer these institutions, for example new tools to help with delivering critical services. As part of his PhD at the University of Luxembourg, Italian national Pier Mario Lupinu researches issues related to post-resolution in banking and finance.

Spotlight on Young Researchers: Measuring the environmental impact of investment funds

Sustainable capital market investments are expected to reach 53 trillion USD – about 1 in every 3 dollars invested – by 2025. Meanwhile, a much lower level of funds are going directly into climate-related projects, leading to an increasing concern of greenwashing in the market. Researchers are developing science-based tools to measure the environmental impact of financial investment decisions.

Spotlight on Young Researchers: Understanding the impact climate change has on crop-threatening insects

A type of insect known as whitefly spreads plant viruses and has devastating effects on the vegetables that we depend on and thanks to climate change their negative impact on agriculture is set to increase in the future. Current methods to protect crops depend on delicate relationships between whiteflies and their natural enemies, our crops, and microbial communities, a delicate balance threatened by climate change. Researchers are working with a ‘climate in the lab’ to get a better understanding of what could happen, with the ultimate goal to generate solutions to protect food security.

Spotlight on Young Researchers – revisited 5 years later: From drones to space robotics

When we wrote about Miguel Olivares Mendez in the 2017 edition of Spotlight on Young Researchers, the researcher was working on an FNR JUMP project, focussing on developing algorithms for autonomous drones. The robotics scientist has continued to build his research career in Luxembourg – 5 years later, Miguel is a Professor leading a research group with a focus on space robotics.

Spotlight on Young Researchers: Bella Tsachidou

Excessive use of fertilisers in agriculture has led to nitrogen pollution, and calls for bio substitutes are getting louder. PhD candidate Bella Tsachidou from Luxembourg Institute of Science and Technology (LIST) gathers scientific evidence on the benefits of biogas residues and their suitability as biofertilisers, while providing support for the modification of nitrogen-policies on European and global level.

Spotlight on Young Researchers: Neighbourhood characteristics as determinants of health

Unhealthy lifestyles – unbalanced diet and physical inactivity – are the main factor in the leading cause of death in the world: cardiometabolic disease. Our socioeconomic environment plays a role in these lifestyle choices. Over a 9-year period, researchers are looking at how socio-economic and physical environmental characteristics of residential neighbourhoods shape our physical activity, nutritional behaviour and cardiometabolic health.

Spotlight on Young Researchers: A fully automatic flood mapping algorithm

Flooding presents a major hazard in both rural and urban areas. Luxembourg was also affected by the significant floods that devastated parts of Germany in July 2021. With the goal of predicting areas that will flood, scientists are working on various aspects of flood-mapping using satellite data.

Spotlight on Young Researchers: The challenge of getting autonomous systems to work together seamlessly

An increasing number of systems are now controlled by artificial intelligence (AI): Autonomous vehicles – such as drones or satellites – can be deployed in difficult to access places and used to gather information in real-time. Autonomous systems can also be used simultaneously and cooperate to reach better performances compared to using only one device – but not without challenges: it is no easy task to programme these entities to behave collectively as we want them to. We speak to computer scientist and researcher Florian Felten about his research in this area and the associated challenges.

Spotlight on Young Researchers: Remko Nijzink

Climate change affects vegetation and water resources. In order to understand these changes, scientists use models – an abstract, mathematical representation of an ecological system. The challenge: Making accurate predictions under change, without ‘tuning’ models with data. We speak to Dutch national Remko Nijzink, Postdoc in the group of FNR ATTRACT Fellow Dr. Stan Schymanski at the Luxembourg Institute of Science and Technology (LIST), about his modelling work and the importance of an open science approach.

Spotlight on Young Researchers: An algorithm to allocate satellite resources

When the first satellite was launched in the 1950s, earth orbit was a lonely place. Since then, more than 11,000 satellites have been launched into space and over 3,000 are still in operation. Estimates suggest an exponential increase in satellites in the next years, creating a challenge for the effective allocation of the needed bandwidth and power. Researchers are developing algorithms to more effectively allocate the resources where and when they are needed.

Spotlight on Young Researchers: The role a gene plays in neurodegeneration and cancer

Neurogenerative diseases and cancer affect millions of people worldwide, especially people over 60. While advances in diagnosis and treatment have been made, there are still many open questions on the path to better treatment and earlier diagnosis. Translational neuroscientist Pauline Mencke studies a gene that is involved both in Parkinson’s disease and the brain cancer Glioblastoma multiforme.

Spotlight on Young Researchers: Paul Johanns

Paul Johanns works in a research field one does not read about every day: knots. As part of his AFR PhD at the École polytechnique fédérale de Lausanne (EPFL), the Luxembourg national combines high-precision model experiments, computation and theory to untangle the influence of topology on the mechanics of complex knots, particularly those used in surgical procedures.

Spotlight on Young Researchers: How is scientific quality fostered by research collaboration?

In the last decades, how research is conducted has been profoundly changed by ICT, and there has also been a shift from the ‘sole genius’ towards teamwork and especially interdisciplinarity: Today, millions of researchers worldwide collaborate across organisational, disciplinary, and cultural boundaries, extending the possibilities of new scientific discovery. This, and the associated data, has paved the way for the scientific field Science of Science, where one key question is understanding exactly how scientific quality is fostered by research collaboration.

Spotlight on Young Researchers: Ramona Pelich

Ramona Pelich uses data from satellites in space to improve maritime surveillance and flood hazard monitoring. Splitting her time between the Luxembourg Institute of Science and Technology (LIST) and the company LuxSpace as part of her AFR-PPP Postdoc, the Romanian national’s work has already found direct application when flood maps she co-developed were used in the aftermath of destructive 2017 hurricanes Harvey and Irma.

Spotlight on Young Researchers: Jose-Luis Sanchez-Lopez

Jose-Luis Sanchez-Lopez works with multirotor aerial robots – drones. Despite being early in his research career, the Spanish national’s research is already taking off, having secured him several awards at international competitions. After completing his PhD in 2017, Jose-Luis set his sights on Luxembourg, where he works as a Postdoc at the SnT at the University of Luxembourg, with the goal of giving drones enough AI that they can safely operate autonomously in a range of environments.

Spotlight on Young Researchers: Hameeda Jagalur Basheer

While solar panels appear on more and more rooftops, researchers are still developing ways to boost their efficiency. As part of her PhD at the Luxembourg Institute of Science and Technology (LIST), Indian national Hameeda Jagalur Basheer is developing alternative materials that can help capture the sunlight better and improve efficiency of solar panels.

Spotlight on Young Researchers: Nature’s shapes as mathematical challenges

In nature, we see hyperbolic forms in corals, flatworms, and many other species of reef organisms, such as sponges and kelps. The hyperbolic spaces are also of interest for mathematicians, who are looking to prove the solvability of invariant systems of differential equations in unusual spaces such as these.

Spotlight on Young Researchers: Hussein Rappel

Hussein Rappel uses a mathematical learning approach to try to predict and simulate physical phenomena. The Iranian national came to Luxembourg in 2014 to join the team of Prof Stephane Bordas at the University of Luxembourg, where he is now in the 3rd year of his PhD in Computational Science – and sees great potential in Luxembourg as a research destination.

Overcoming antiquated ideas about history

To many, the Middle Ages are synonymous with the term the ‘Dark Ages’ – a time of decline. The term was coined hundreds of years ago by the era referring to itself as the ‘Renaissance’ – a rebirth of norms and standards. There is in fact much more to the complexity of the Middle Ages and historians are working on overcoming these antiquated ideas. For this research, Dr Christa Birkel won a 2021 FNR Award in the category ‘Outstanding PhD Thesis’.

Spotlight on Young Researchers: Understanding how language manifests in the brain

At KU Leuven, Luxembourg national Jill Kries is part of a research team driven by understanding how cognition and brain structure develop over time in language-related disorders and how this knowledge can be applied in a clinical or educational setting. We take a closer look at the work of the young team.

Spotlight on Young Researchers: Empowering critical digital humanities practice

Digitisation has had a significant impact on humanities research: not only has it changed how many scholars conduct their research, it has also led to completely new fields of research, such as digital humanities, a highly interdisciplinary science. Linguist Lorella Viola is interested in how software can enable critical digital humanities practice.

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