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: Xianqing Mao

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Spotlight on Young Researchers: Thomas Elliot

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Spotlight on Young Researchers: Bella Tsachidou

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Spotlight on Young Researchers: Steve Dias Da Cruz

While machine learning and deep learning have come a long way, they are not yet at a stage where autonomous vehicles can handle unexpected situations. As part of a public research-industry collaboration, early career researcher Steve Dias Da Cruz investigates possibilities to reduce the amount of data needed to train reliable deep learning models for safety critical applications in the automotive industry.

Spotlight on Young Researchers: Antonio Ancora

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Spotlight on Young Researchers: Sebastian Scheer

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Spotlight on Young Researchers: Sumit Gautam

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Spotlight on Young Researchers: Silvia Girardi

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Spotlight on Young Researchers: Eva Lagunas

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Spotlight on Young Researchers: Michel Thill

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.

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: Konstantinos Papadopoulos

During his computer science studies, Konstantinos Papadopoulos realised how many unexplored areas there are in the field and his desire for becoming a researcher was born. Now in the 2nd year of his PhD at the SnT at the University of Luxembourg, the Greek national works on developing innovative new approaches to security surveillance.

Spotlight on Young Researchers: Toward a risk assessment system for natural and biological systems

Is it possible to use mathematical indicators to alert about natural disasters and help in the early detection of disease and health issues? Over the past 15 years, scientists have been working on bridging mathematical theory and empirical evidence to do just that. To move the science forward, a key challenge is the underlying mathematical problem, as well as determining how the indicators should be applied.

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: 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: 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: Laurie Maldonado

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.

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: Ramping up carbohydrates production

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Spotlight on Young Researchers: German Castignani

After doing his Master’s degree and working in the private sector in Argentina, German Castignani decided to do a research internship in France, which piqued his interest for research. After completing his PhD in wireless networking in France, the Italian-Argentinian national came to Luxembourg, where he added an entrepreneurial perspective to his vehicular telematics research, co-founding the SnT’s first spin-off Motion-S.

Spotlight on Young Researchers: Antoun Al Absi

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Spotlight on Young Researchers: Lucas Oesch

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.

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: 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.

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