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 – 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.
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.
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.
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.
Spotlight on Young Researchers: Collecting individual and personal stories of the war generation in Luxembourg
Over 10,000 Luxembourgish women and men wore German uniforms during WWII in armed forces and civil organisations – many were drafted by the Nazi German authorities – and behind each name is a story waiting to be told. A team of researchers has been working with families in Luxembourg to piece together the personal stories of the war generation in Luxembourg.
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).
Alex Gansen first dabbled in research during his Masters studies in physics at the University of Fribourg (Switzerland), and then decided he wanted to take on the challenge of a PhD, so the Luxembourg national returned to his home country. Alex has just submitted his thesis at the end of the 4th year of his AFR PhD in computational electromagnetics at the Luxembourg Institute of Science and Technology (LIST) in collaboration with the College of Engineering in Swansea. He sees the close links between local industry and research in Luxembourg as a great advantage for the future of research in the Grand Duchy.
Spotlight on Young Researchers: How is scientific quality fostered by research collaboration?
In the last decades, how research is conducted has been profoundly changed by ICT, and there has also been a shift from the ‘sole genius’ towards teamwork and especially interdisciplinarity: Today, millions of researchers worldwide collaborate across organisational, disciplinary, and cultural boundaries, extending the possibilities of new scientific discovery. This, and the associated data, has paved the way for the scientific field Science of Science, where one key question is understanding exactly how scientific quality is fostered by research collaboration.
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: 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: The hidden half of plants
The hidden part of plants – the root systems – play a vital role both in plant survival, and in our ecosystem, as plants store carbon in the soil. Scientists are working to understand how roots are affected by changes in water availability, but how do researchers even approach the study of roots?
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.
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: Shedding light on female writers in Luxembourg
Always has literature played a major role in the construction of any national identity – yet, Luxembourgish literature is very little known. Researchers are exploring the country’s literary identity, from a Francophone and a gendered perspective, with a particular focus on female writers.
Nina Hentzen, an organic chemist working on the chemical synthesis of collagen, is fascinated by research at the interface of chemistry and biology. The Luxembourg national is in the second year of her AFR PhD at ETH Zürich – and has just been selected to attend the renowned 2017 Lindau Nobel Laureate Meeting.
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.
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: 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: Max Hilaire Wolter
During his Bachelor studies in physics and photovoltaics at the University of Luxembourg, Max Hilaire Wolter was exposed to live-action research for the first time. The experience left such a positive impression that Max proactively sought out to return to the same lab for a PhD after completing his Master’s studies abroad. We spoke to the Luxembourg national about why research is fun, solar cells and the importance of science outreach.
Spotlight on Young Researchers: Hameeda Jagalur Basheer
While solar panels appear on more and more rooftops, researchers are still developing ways to boost their efficiency. As part of her PhD at the Luxembourg Institute of Science and Technology (LIST), Indian national Hameeda Jagalur Basheer is developing alternative materials that can help capture the sunlight better and improve efficiency of solar panels.
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.
Xianqing Mao comes from a family of professors and doctors and thus has always had a natural interest in science. The Chinese national completed a medical degree, but felt she still had unanswered questions, so she decided to go abroad and took a leap into biomedical research. After stays in France, the UK, the United States and Belgium, Xianqing is now transitioning from junior to senior researcher at the Luxembourg Institute of Health, where she has already been involved in several projects investigating cancer progression.
Spotlight on Young Researchers: Taking disruptions into account in life cycle/sustainability assessment
Global supply networks are more complex than ever, and recent global events have shown how susceptible society is to unpredictable disturbances. Scientists are working to understand the effect disruptions have on the sustainability of productive systems with the goal to provide solutions to support decision-making.
Spotlight on Young Researchers: An algorithm to allocate satellite resources
When the first satellite was launched in the 1950s, earth orbit was a lonely place. Since then, more than 11,000 satellites have been launched into space and over 3,000 are still in operation. Estimates suggest an exponential increase in satellites in the next years, creating a challenge for the effective allocation of the needed bandwidth and power. Researchers are developing algorithms to more effectively allocate the resources where and when they are needed.
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