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: Nanotechnology – a future big player in health
Divya Balakrishnan, Dipti Rani and Serena Rollo are women in science working in a field that could have a major impact on how health is managed: In the group of FNR ATTRACT Fellow César Pascual García at the Luxembourg Institute of Science and Technology (LIST), the team works on developing sensors for biochemical applications focusing on medicine.
Spotlight on Young Researchers: The human gut microbiome and the clues it holds
Research is steadily painting a picture revealing the significance the human gut microbiome plays in health and disease. From gastrointestinal tract disorders to the beginnings and treatment of Parkinson’s disease and beyond, the gut microbiome is a treasure trove of clues for researchers. We speak to three women in science – a biomedical scientist, a microbiologist and a bioscience engineer – about organs-on-chips and restoring an imbalanced microbiome.
Spotlight on Young Researchers: Yamila Mariel Omar
As part of her Industrial Fellowship – a collaboration between the University of Luxembourg and company Husky – PhD candidate Yamila Mariel Omar helps industry to monetize their proprietary data by means of big data analytics. We speak to the Argentinian national who also became a mother during her PhD.
Antoun Al Absi has been fascinated by microscopes ever since his parents gave him one as a child. Unsurprisingly, the Syrian-French national cherishes the long hours spent on the microscope as part of his AFR PhD at the Luxembourg Institute of Health (LIH), where he investigates how tumour cells escape the ‘immune surveillance system’, enabling them to spread to other parts of the body.
Spotlight on Young Researchers: Noémie Catherine Engel
Noémie Catherine Engel has just begun her researcher journey – and she has found her niche already: As part of her AFR PhD at the University of Bath, the Luxembourg national investigates the evolution of sex role traits in a small shorebird species in Cape Verde.
Spotlight on Young Researchers: Harnessing the potential of the Internet of Things and satellites to make smart agriculture a reality
Lack of access to fast and reliable Internet in rural and remote areas is a [multi-step] challenge that must be addressed to pave the way for smart agriculture and precision farming, a vital step toward ensuring food security in a changing climate. In the quest for smart agriculture, researchers are working on solutions for connecting Internet of Things (IoT) with satellite communication (SATCOM) systems.
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).
Spotlight on Young Researchers: Increasing the diversity of plant species used for vegetable oil
Vegetable oil – mainly palm oil – is heavily relied upon in the production of food, cosmetics, and biofuel. The increase in droughts also affects the standard cultivation of palm oil – alternatives are needed. Agricultural scientists are investigating the potential of a new alternative drought-resistant source for the most widely-used kind of vegetable oil.
Silvia Girardi is a sociologist with an interest in studying policies that aim to contrast poverty. As part of her joint PhD at Luxembourg Institute of Socio-Economic Research (LISER) and KU Leuven, the Italian national looks at the social policies that support low-income households in Luxembourg, taking the perspectives of the citizens on the receiving end, and the social workers involved in implementation.
Gil Georges is driven by the quest for knowledge and strives to have a real impact, beyond publications. The Luxembourg national has just made the jump from early-career researcher to lecturer and group leader at the IET-LAV at ETH Zürich in Switzerland, where the data analyst and modeller gets to use one of Europe’s most powerful super computers when it is time for some serious number crunching.
Spotlight on Young Researchers: Identifying environmental pollutants
Nobody is untouched by environmental chemical pollution, but most are unaware of how they are exposed, what to, and the possible health consequences. With over 350,000 registered chemicals in use, an important first step towards assessing their environmental impacts is to make chemical information more machine-readable and open. Environmental Cheminformatics is on the case.
Spotlight on Young Researchers: Dementia in neurodegeneration – defining the role of microglia, the brain’s immune cells
An estimated 55 million people in the world suffer from dementia, with the number estimated to increase to 78 million by 2030. In Luxembourg, more than 10,000 people suffer from dementia, including patients affected by Alzheimer’s disease and Dementia with Lewy Bodies. These incurable diseases have an increasing socio-economic impact along with the burden on patients and caregivers. One of the approaches researchers are taking is studying microglia, immune cells in the brain.
Spotlight on Young Researchers: Environmental factors and their role in Parkinson’s Disease
An estimated 10% of Parkinson’s Diseases cases are due to genetic factors – in the search for answers as to what could cause the other 90%, research is increasingly finding evidence pointing to environmental factors. To paint a clearer picture of what role chemicals could play in the disease, researchers are for example looking for ‘fingerprints’ of chemicals in biological samples.
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: 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.
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: 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.
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.
Pit Ullmann’s interest in natural sciences was piqued in high school. The Luxembourg national went on to study molecular biology at the University of Innsbruck and then found himself desiring a job that would be both interdisciplinary and diversified – fast forward and Pit is now completing his AFR PhD at the University of Luxembourg, where his research group studies why and how colon cancer develops and spreads.
Postdoc Damien Brevers has a passion for studying self-control abilities in humans. Having spent time in Belgium and the US building expertise in areas including clinical psychology, sport psychology and brain imaging, the Belgian national has just joined the University of Luxembourg and embarked on a project looking at gambling addiction in the age of online betting.
In high school, Anna Schleimer thought everything there was to know in science was already known. When she discovered how many unanswered questions there still are, curiosity drove her to become a researcher. The Luxembourg national is now in the 1st year of her AFR PhD, in what is not your most common topic: As a marine biologist, Anna studies fin whales as part of her joint PhD at University of Groningen and University of St Andrews.
Spotlight on Young Researchers: Ramping up carbohydrates production
Carbs are all around us: a major constituent in food, they also play a role in many biological processes such as intercellular communication; they are in demand in the pharmaceutical industry, where they are currently used as anticoagulants and in skincare. With the goal of no longer having to rely solely on nature’s production of carbs, scientists have been working on ways to ramp up production. A case for chemistry!
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.
In the current situation of legal uncertainty, PhD candidate Antonio Ancora’s research at the University of Luxembourg aims to improve tax certainty in the context of state aid investigation on Transfer Pricing transactions among multinational enterprises.
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.
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