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: A hazelnut quality forecasting system
Can we predict the likelihood of a hazelnut tree becoming sick? Or what quality defects, and in what percentage, will be present in the final harvest? Science could soon make this possible, thanks to a hazelnut quality forecasting system based on a combination of machine learning and simulation models.
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.
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: 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: 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.
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.
Senior Postdoc Sebastian Scheer’s thirst for understanding how biological systems work led him to dive into the world of immunology research. After moving from Germany to Canada, the Luxembourg national got the chance to set up his group leader’s new lab in Australia, where his research revolves around the T cell, a key player in the shaping of immune responses.
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.
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: 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.
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.
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.
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.
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: Henderika de Vries
Are creative people better at regulating emotions, and are there cultural differences? This is one of the questions Henderika (Herie) de Vries wants to answer. Having already discovered that cultural differences impact the creative potential of children, the Dutch-Luxembourgish national hopes to understand more aspects of how our cultural circumstances can influence our capacity for creative thinking.
Spotlight on Young Researchers – revisited 5 years later: From Luxembourg to Australia
When we wrote about Chetan Arora in the 2017 edition of Spotlight on Young Researchers, he was a Postdoc working in requirements engineering at the SnT, having just completed his PhD. 5 years later, Chetan is on the other side of the world working as a Senior Lecturer and Academic Director for coursework research. We spoke to Chetan about how he is still a “houfreg Lëtzebuerger”, what he is working on now, and why after working both in industry and academia, he found his heart to be in the world of research.
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.
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.
Anna Scaini’s appetite for becoming a researcher was stirred at University, stemming from a desire to ‘save’ the last natural river in Europe, which runs close to her home town and causes dangerous local flooding. The Italian national is taking the first step towards pursuing her goal as she prepares to complete her PhD thesis in Hydrology at the Luxembourg Institute of Science and Technology (LIST).
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: 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: Improving how industrial plants are engineered
Current engineering systems have an issue: It is fragmented – process, Piping and structural design are carried out by separate teams and involves an error-prone exchange of data. A research collaboration involving public research and industry is tackling this issue by creating a unique central data hub of a plant to which all teams have access, with promising effects on efficiency.
Spotlight on Young Researchers: Membranes for clean water
As the global population sharply increases, so does the demand for clean water. At the same time, freshwater is gradually being depleted. Combine these two factors, and we have the potential for widespread water shortages – it is estimated that half of European basins will be experiencing water stress by 2030, and that 6 billion people will suffer from clean water scarcity by 2050. Researchers are working on cost-effective practices to address this impending crisis.
In school, we are taught three states of matter: solid, liquid and gas. The focus of University of Luxembourg PhD candidate Anjali Sharma’s research lies between solid and liquid: liquid crystal. She studies them in unusual shapes that are no larger than the width of a human hair, yet they are considered as large by the scientists of the field. As part of her research, the Indian national got an opportunity for a rare experiment: Taking her research into a zero gravity environment.
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.
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