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: 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.
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.
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: 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.
While we frequently hear about new trends in mobile and wireless technologies, challenges remain, such as the need to charge devices on a stationary device. At the SnT at the University of Luxembourg, Postdoc Sumit Gautam works on solving the future information and energy requirements of wireless devices, via radio frequency (RF)-based techniques.
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.
Luxembourg is one of many countries experiencing the arrival of asylum seekers and refugees that have been displaced for reasons such as conflicts or instability in their own country. Managing a research team for the first time, CORE Junior PI Lucas Oesch leads the project ‘REFUGOV’ at the University of Luxembourg, which looks at the accommodation of asylum seekers and refugees in cities and camps.
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: Christof Ferreira Torres
Can we truly trust current blockchain technology to securely automate important processes in the financial sector? Christof Ferreira Torres wants to answer this question. In the framework of his Industrial Fellowship PhD with the University of Luxembourg and the bank Spuerkeess (BCEE), the Portuguese national works on the security of smart contracts and the detection of fraudulent transactions – because gaps in security can quickly mean high costs for thousands of people.
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.
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.
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: 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 – revisited 5 years later: A post-PhD life in finance
When Eric Finn Schaanning was featured in Spotlight on Young Researchers in 2017, he had just defended his AFR PhD on fire sales and systemic risk in financial networks at Imperial College London. In 2017, Eric attended the Lindau Nobel Laureate Meeting and in 2018, won an FNR Award for his PhD thesis. 5 years after his PhD, we catch up with Eric, who has been working on cyber risks, financial and regulatory stress tests as well operational risk management – a career spanning Norway, Frankfurt and Zürich – and reflect on the value his PhD has added.
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: 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: 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: 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.
Spotlight on Young Researchers: Taking language barriers out of the equation
Luxembourg nationals Max Greisen and Véronique Cornu have many things in common: They are both educated in the field of psychology, they are both PhD researchers at the University of Luxembourg – and they both work with language-free approaches to early mathematical development of multilingual children. Max develops and implements animations that help assess early numerical competencies, while Véronique develops training methods to help overcome language barriers in early math education.
Spotlight on Young Researchers: Maciej Piotr Chrzanowski
Maciej Piotr Chrzanowski never thought he would become a researcher, but a successful attempt at applying for a PhD changed all of that, and the Polish national found himself moving to Luxembourg. Now in the 3rd year of his AFR-PPP PhD, Maciej is embedded both at the University of Luxembourg and in R&D Application Department of steel manufacturing corporation ArcelorMittal, where he works on development of new solutions for structures.
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.
Spotlight on Young Researchers: Glioblastoma and the challenge of getting cancer drugs to reach the brain
Glioblastoma is the most aggressive form of brain tumours in adults. The incidence is about 4 per 100.000 people and the average survival after diagnosis is about 14 months with current treatments. The tumour’s location represents a major challenge – few drugs make it past the blood brain barrier. Researchers are working on designing a novel kind of drug that could help do just that.
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: 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: Maria Pires Pacheco
Maria Pires Pacheco is a problem solver with a fondness for coding, who was always drawn to the scientist in a group of heroes, rather than the classic hero. During her AFR PhD, the Luxembourg national worked on building tools that help simulate the metabolism of a cell, tools she applied to cancer research during her postdoc.
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