Cécile HardebolleCurrent work
Responsible information systems (https://go.epfl.ch/digitalethics), ethical skills Jupyter notebooks for education (https://go.epfl.ch/notebooks), digital skills, computational thinking Transversal/professional skillsEngineering design skillsFlipped classrooms Project-based learning
Education PhD | Computer Science 2006 – 2008 Université Paris-Sud XI, France Directed by Prof. Guy Vidal-Naquet MSc | Electrical Engineering, major in Computer and Inf Maria BrbicMaria Brbic is an assistant professor in computer science at EPFL. Prior to joining EPFL, Maria was a postdoctoral researcher in Computer Science at Stanford University working with Jure Leskovec. She received her PhD degree from University of Zagreb in 2019, while also researching at Stanford University and University of Tokyo. Her research was awarded with the Fulbright Scholarship, L’Oreal UNESCO for Women in Science Scholarship, Branimir Jernej award for outstanding publication in biology and biomedicine, and Josip Loncar Silver Plaque award for the best doctoral dissertation. She has been named a Rising Star in EECS by MIT in 2021. Her research is focused on developing new machine learning methods and applying her methods to advance biomedical research.
Sara BonellaExpertise
Simulation and modelling of condensed phase systems, quantum and classical dynamics and statistical mechanics, adiabatic dynamics for classical polarizable models and first principles simulations, classical charge transport for systems in external magnetic fields.
Expertise
Simulation and modelling of condensed phase systems, quantum and classical dynamics and statistical mechanics, adiabatic dynamics for classical polarizable models and first principles simulations, classical charge transport for
Bruno Emanuel Ferreira De Sousa CorreiaThroughout my PhD and postdoctoral studies I was trained in world-renowned laboratories and institutions in the United States of America (University of Washington and The Scripps Research Institute). Very early in my scientific career I found out my fascination about protein structure and function. My PhD studies evolved in the direction of immunogen design and vaccine engineering which sparked my interest in the many needs and opportunities in vaccinology and translational research. My efforts resulted in an enlightening piece of work where for the first time, computationally designed immunogens elicited potent neutralizing antibodies. During my postdoctoral studies I joined a chemical biology laboratory at the Scripps Research Institute. In this stage I developed novel chemoproteomics methods for the identification of protein-small molecule interaction sites in complex proteomes. In March 2015, I joined the École Polytechnique Fédérale de Lausanne (EPFL) – Switzerland as a tenure track assistant professor. The focus of my research group is to develop computational tools for protein design with particular emphasis in applying these strategies to immunoengineering (e.g. vaccine and cancer immunotherapy). The activities in my laboratory focus on computational design methods development and experimental characterization of the designed proteins. Our laboratory has been awarded with 2 prestigious research grants from the European Research Council. Lastly, I have been awarded the prize for best teacher of Life sciences in 2019.
Maud EhrmannMaud Ehrmann is a research scientist at EPFL’s Digital Humanities Laboratory lead by Prof.
Frédéric Kaplan
. She holds a PhD in Computational Linguistics from the Paris Diderot Universtiy (Paris 7) and has been engaged in a large number of scientific projects centred on information extraction and text analysis, both for present-time and historical documents. Her main research interests span Natural Language Processing and Digital Humanities and include, among others, historical text annotation, historical data processing and representation, named entity recognition, and multilingual linguistic resources creation.
Her current work at the DHLAB focuses on
‘impresso - Media Monitoring of the Past’
, a SNF sinergia project she initiated with
Marten Düring
(
C2DH
) and
Simon Clematide
(
ICL
) and which aims at enabling critical analysis of historical newspapers. In addition to the overall project management, her contributions to this project include system design and data management, annotation and benchmarking and named entity processing. Besides, she participates to the activities of the
Venice Time Machine
, working particularly on information extraction and knowledge representation tasks. Previously, she worked on the
Garzoni
project where she supervised and contributed to the development of a web-based transcription and annotation interface - in collaboration with Orlin Topalov, and built a linked data-based historical knowledge base. She also contributed to the
Le Temps Digital Archives project
.
Prior to joining the DHLAB, she worked at the
Linguistics Computing Laboratory
at the Sapienza University of Rome with Roberto Navigli, where she worked on the
BabelNet
resource - a very large multilingual encyclopaedic dictionary and semantic network - and contributed to the
LIDER
project. Before that, she has been working for four years at the European Commission’s Joint Research Centre in Ispra, Italy, as member of the OPTIMA unit (now
Text and Data mining
unit), which develops innovative and application-oriented solutions for retrieving and extracting information from the Internet with a focus on high multilinguality. Together with Erik van der Goot,
Ralf Steinberger
, Hristo Tanev, Leo della Rocca and many others, she contributed to the development of the
Europe Media Monitor
(EMM). Prior, she worked at the Xerox Europe Research Centre in Grenoble, France (now
Naver Labs Europe
) in the Parsing & Semantics group led by Frédérique Segond, first as PhD candidate supported through a CIFRE grant under the supervision of
Caroline Brun
and
Bernard Victorri
, then as a post-doctoral researcher. There her research focused mainly on the automatic processing and fine-grained analysis of entities of interest, specifically named entities and temporal expressions.
Gaétan Jean A de RassenfosseGaétan is Assistant Professor Tenure Track in Science & Technology Policy at EPFL. He joined the Institute of Technology and Public Policy at the College of Management of Technology in late 2014. Prior to that, he was a research fellow then a senior research fellow at the University of Melbourne (Australia) from 2010 to 2014. He was affiliated with the Melbourne Institute of Applied Economic and Social Research at the Faculty of Business and Economics. Gaétan obtained a PhD in Economics from the Université libre de Bruxelles (Belgium), Solvay Brussels School of Economics and Management in 2010.
Dasaraden MaureeExpertise
Climatology, Fluid Dynamics, Meteorology, Atmospheric SciencesAtmospheric Modeling, Atmospheric Physics, Mesoscale Meteorology, Boundary Layer Meteorology, Energy Use and Efficiency in Urban Areas
Expertise
Climatology, Fluid Dynamics, Meteorology, Atmospheric SciencesAtmospheric Modeling, Atmospheric Physics, Mesoscale Meteorology, Boundary Layer Meteorology, Energy Use and Efficiency in Urban Areas
Current work
I am currently the lead researcher of the Urban System Simulation group and currently
Mathieu HursinCurrent work
I'm currently heavily involved in the nuclear data community and with technical work towards the improvement of the latest version of the European library (JEFF). I'm leading an OECD/NEA subgroup in that direction. I'm also leading a Euratom project towards the production of multi-physics experimental data suitable for the validation of high-fidelity, high-resolution simulation tools.
After a doctoral thesis on the high-fidelity modeling of control rod ejection in a pressurized water reactor at
Pedro Andres Molina CabreraResearchCurrent Research Fields Tokamak breakdown and burn-through physics modelling and experiments.Plasma diagnostics development and interpretation
Romain Simon CollaudRomain is an Art Director living in Fribourg, Switzerland. In 2013, he received a BA in visual communication from ECAL & in 2017, earned a MAS in design research for digital innovation from the EPFL ECAL Lab.He believes that design should be intuitive & revolve around the user. To strengthen this, he learned inclusive design methodologies at the RCA & honed his skills in icon design at the University of Bournemouth. For the latter, he manipulated icons’ aesthetics to evaluate their effect on perceived usability. Many of his projects deal with notions of big data, data visualization & search algorithms. These play a large role in his research work, where he explores navigation principles & aggregation of content in mass information environments. Currently, he is working on a major social network system for elderly people, as well as a digital exhibition whose narrative navigation as well as interactions with literary artifacts create a unique relationship with visitors.Romain is methodical, logical, detail-oriented & a bit of a perfectionist. For his BA thesis, he explored the omnipresence of the grid in daily visual landscapes. After that, he worked as a graphic designer at ECAL for its communication as well as a freelancer for other organisations. He also co-founded a workshop that specializes in graphic design for unique mediums as well as a design collective for conceptual ideas. Today, he works at EPFL ECAL Lab – the EPFL design research center – where he confronts his point of view with engineers & psychologists.
Loris Di NataleExpertise
(Deep) Machine Learning, (Deep) Reinforcement Learning, Building Control
