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.”
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: Carole Lara Veiga de Sousa
Why can our bodies defend itself against some diseases but not others? This is something Carole Lara Veiga de Sousa has always been eager to understand. In the framework of her PhD at the Luxembourg Centre for Systems Biomedicine (LCSB) and Luxembourg Institute of Health (LIH), the Portuguese national took at closer look at the microglial cells – immune cells in the central nervous system – and what impact they have on the brain’s ability to fend of infections.
During her Master’s studies, Amy Parrish found her passion for research with a clinical aspect. Having come from London to Luxembourg to pursue her AFR PhD at the Luxembourg Institute of Health (LIH) in the research group of Mahesh Desai, the American national studies the bacteria that inhabit our gut, to shed light on the development of diseases such as Inflammatory Bowel Disease (IBD).
For László Sándor research is the ultimate war against ‘fake news’. After completing his PhD in Economics at Harvard, the Hungarian-American national chose a Postdoc position at the Luxembourg School of Finance at the University of Luxembourg, where his work includes big data projects, field experiments in household finance and applied microeconomics.
Spotlight on Young Researchers: Understanding drug resistance in skin cancer
Melanoma is a rare type of skin cancer, but it is the deadliest type – and incidence is on the rise. Metastatic melanoma has seen a rapid emergence in drug resistance: After a few months, treatment stops working and tumours begin to grow again. Molecular biologists are working to understand why this happens.
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.
Kacy Greenhalgh has always had an affectation for medicine and health, and how health can be influenced by dietary habits. During her Master studies, the Luxembourg-American national was introduced to FNR ATTRACT Fellow Paul Wilmes and the ‘gut on a chip’, HuMiX. Fascinated by its potential, and how it could be used to study the relation between diet and health, Kacy’s curiosity led her straight to an AFR PhD at the LCSB at the University of Luxembourg.
Spotlight on Young Researchers: The historical relationship between the European Community and the Soviet Union
As war rages in Ukraine, the topic PhD candidate Claude Ewert has been researching for the past three years is perhaps more relevant now than ever: the relationship between the European Community and the Soviet Union. The historian is gathering valuable information on the EC’s early foreign policy and the obstacles that had to be overcome to try to make the Community speak with one voice.
Spotlight on Young Researchers: Understanding our immune system
Stemming from Italy, Indonesia, Luxembourg, Portugal and Spain, the members of the Experimental & Molecular Immunology Group truly are an international team. In the group of FNR ATTRACT Fellow Prof Dr Dirk Brenner at the Luxembourg Institute of Health (LIH), the team of young researchers investigates different aspects of the immune system with one common goal: Understanding how our immune system is regulated by different mechanisms – and how this knowledge can be used to combat disease.
A system to support forest ecosystem decision-making
Industry and research join forces on many fronts, including the sustainable use of natural resources. Postdoc Claudio Petucco works on developing a decision support system for enhancing and assessing the provision of forest ecosystem services. The goal: improving the sustainable use of natural resources in Luxembourg.
For his part-time AFR PhD in Political Science with Ghent University’s Conflict Research Group, Michel Thill researches a little-studied subject: everyday policing practices and interactions between police and people in Bukavu, a provincial capital in the East of the Democratic Republic of Congo. We spoke to the Luxembourg national about insatiable curiosity being a virtue for researchers; the experiences gained during his PhD; and why his research subject is important.
Gilles Tossing’s fascination for the human brain – and why it sometimes fails – led him to the path of research. Now in the second year of his AFR PhD at Université de Montréal in Canada, the Luxembourg national investigates neurodegenerative diseases, with the aim of improving treatments for those affected.
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: 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.
Laurie Maldonado’s research focuses on single-parent families. After suddenly becoming a single parent herself, she experienced first-hand how quickly single-parent families can fall into poverty in the United States, not knowing if she could continue her research. Then Laurie secured an AFR PhD grant, conducting her research at the LIS Cross-National Data Center in Luxembourg and at UCLA. A few years and a successful PhD defence later, we talked with Laurie about her journey and her close-to-home research.
In 2015, Cyrille Thinnes was featured in our campaign ‘Spotlight on Young Researchers’, which highlighted early-career researchers with a connection to Luxembourg. At the time, Cyrille was at the University of Oxford doing a DPhil (PhD) in chemical biology. One year on, we caught up with Cyrille!
Spotlight on Young Researchers: Thomas Schaubroeck
Thomas Schaubroeck specialises in sustainability assessment of products. We speak to the Belgian national about the research he is undertaking in the framework of an Industrial Fellowship between the Luxembourg Institute of Science and Technology (LIST) and company Tarkett; how working with industry differs from academia; and how he hopes his research can help industry steer toward a more sustainable future.
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: Are you what you eat?
Cardiometabolic complications threaten health and reduce life expectancy. In Luxembourg, 1 in 3 people have metabolic syndrome, as a risk factor for cardiometabolic complications such as obesity, high blood sugar and cholesterol, as well as hypertension. Science has shown a link between what we eat and our health – nutritionists are now investigating how dietary strategies could prevent these health complications.
Eva Lagunas has always been curious about technology, even building her own makeshift smartphone when she was a child. A couple of degrees later, the Spanish national set her sights on coming to Luxembourg, family in tow, to take up a Postdoc position at the University of Luxembourg’s Interdisciplinary Centre for Security, Reliability and Trust (SnT). Now, she feels lucky to spend her time researching satellite communications in the 5G era.
Spotlight on Young Researchers: AI for ethical and legal debates
Looking at popular culture, big tech and ongoing societal debates – technological progress in Artificial Intelligence (AI) affects us all. Researchers from numerous scientific fields are working on the best way to bring AI forward, including the study of systems able to autonomously reason over arguments – calculators for philosophical, ethical or legal debates.
Spotlight on Young Researchers: Léon-Charles Tranchevent
Léon-Charles Tranchevent says he has found the perfect job in being a researcher. Cherishing the freedom and unexpectedness of his line of work, the computational biologist also feels it’s his duty to contribute to the training of the next generation of researchers. The French national has recently begun his AFR Bilateral Postdoc at the Luxembourg Institute of Health in collaboration with Nanyang Technological University (NTU) in Singapore.
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.
Having started his professional career 16 years ago, Paulo Carvalho did not plan any major career changes. Then an opportunity came up that would change work life as he knew it and a few years later, the French/Portuguese national is completing his PhD at the Luxembourg Institute of Science and Technology (LIST).
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: Turning up the heat on solar absorbers
Using solar absorbers for collection and storage of heat from the sun is an environmentally friendly way to generate heat, yet only 16% of heating is generated from renewable energy. Material scientists are looking for ways to boost this number by making the solar absorber coatings more efficient.
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