Olga FinkEnseignement et PhD Doctorant·es actuel·les Han Sun, Leandro Von Krannichfeldt, Keivan Faghih Niresi, Zepeng Zhang, Vinay Sharma, Chenghao Xu, Raffael Pascal Theiler, Kevin Antonio Steiner, Sergei Garmaev, Amaury Wei A dirigé les thèses EPFL de Ismail Nejjar, Mengjie Zhao Cours Data Science for infrastructure condition monitoring CIVIL-332 Le cours couvrira les étapes pertinentes de la surveillance de l'état des infrastructures basée sur les données: l'acquisition des données, en passant p
Virginia CarnevaliExpertise
Theoretical condensed matter physics: theory and simulations of structural, electronic, magnetic and optical properties (Quantum ESPRESSO), ab-initio molecular dynamics (CP2K), and Kinetic Monte Carlo codes; automate Quantum ESPRESSO workflows and high-throughput calculations (AFLOWÏ€); generation of tight-binding hamiltonians, transport properties, and data analysis (PAOFLOW).Materials for photovoltaic: Pb- and Sn-based organic perovskites; investigation and improvement of the HTL-ETL interaction
Myrto LimniosExpertise
Nonparametric statistics, statistical learning theory and methods, stochastic processes
Enseignement et PhD Cours Empirical processes MATH-522 Nous étudierons comment contrôler le comportement non-asymptotique et aléatoire de collections d'estimateurs, lorsqu'indexées par des classes de fonctions/d'ensembles. Des exemples en statistiques et des méthodes non-paramétriques en apprentissage automatique seront traités. Regression methods MATH-408 Cours de niveau master
Giovanna LaniExpertise
Theory development within many-body perturbation theory, time-dependent density functional theory and density-functional theory for problems pertaining to condensed matter physics and quantum chemistry
Expertise
Theory development within many-body perturbation theory, time-dependent density functional theory and density-functional theory for problems pertaining to condensed matter physics and quantum chemistry
Lenka ZdeborováLenka Zdeborová is a Professor of Physics and of Computer Science in École Polytechnique Fédérale de Lausanne where she leads the Statistical Physics of Computation Laboratory. She received a PhD in physics from University Paris-Sud and from Charles University in Prague in 2008. She spent two years in the Los Alamos National Laboratory as the Director's Postdoctoral Fellow. Between 2010 and 2020 she was a researcher at CNRS working in the Institute of Theoretical Physics in CEA Saclay, France. In 2014, she was awarded the CNRS bronze medal, in 2016 Philippe Meyer prize in theoretical physics and an ERC Starting Grant, in 2018 the Irène Joliot-Curie prize, in 2021 the Gibbs lectureship of AMS. She is an editorial board member for Journal of Physics A, Physical Review E, Physical Review X, SIMODS, Machine Learning: Science and Technology, and Information and Inference. Lenka's expertise is in applications of concepts from statistical physics, such as advanced mean field methods, replica method and related message-passing algorithms, to problems in machine learning, signal processing, inference and optimization. She enjoys erasing the boundaries between theoretical physics, mathematics and computer science.
Sayan BiswasExpertise
Decentralized Learning; Federated Learning; Ethical ML focusing on Privacy, Fairness, and Personalization; Location Privacy.
I am a Postdoctoral Researcher at the SaCS lab at EPFL. I completed my PhD in Computer Science from INRIA and école Polytechnique in France, under the supervision of Catuscia Palamidessi. Previously, I have been a Visiting Scholar at the School of Computing at Macquarie University in Sydney, Australia, collaborating with Annabelle McIiver and Natasha Fernandes, and at WMG, t
Francesco ArmillottaExpertise
Physique de la matière condensée, Physique des surfaces
Je suis actuellement post-doctorant dans le groupe Laboratoire des Nanostructures de Surfaces (LSN), intéressé par les propriétés catalytiques des (sub) nanostructures confinées en surface.
Enseignement et PhD Cours Physique du solide PHYS-337 Ce cours donne une introduction à la Physique du solide, notamment à la structure cristalline, aux vibrations duréseau, aux propriétés électroniques, de transport thermique et électrique
Joelyn de LimaExpertise
Education ResearchPedagogical Professional DevelopmentInformal EducationAcademic communities
Joelyn de Lima is a scientist, educational developer, and researcher whose work bridges the natural sciences, higher education, and inclusive practice. Originally trained in the biological sciences, her early research focused on students’ conceptual and mechanistic understanding of evolution. She later transitioned into discipline-based education research and pedagogical development, bringing together scie
Mirjana Dimitrievska2020 - present Scientist École Polytechnique Fédérale de Lausanne (EPFL), Switzerland 2016 - 2019 Postdoctoral Fellow (dual appointment) National Renewable Energy Laboratory (NREL), Golden, CO, USA
2016 - 2019 Postdoctoral Fellow (dual appointment) NIST Center for Neutron Research (NCNR), National Institute for Standards and Technology (NIST), Gaithersburg, MD, USA 2013 - 2016 Marie Curie PhD Fellowship Catalonia Institute for Energy Research (IREC), Barcelona , Spain 2015 Guest researcher (two months) ABENGOA Solar, Seville, Spain 2015 Guest researcher (two months) University of Bath, Bath, United Kingdom 2014 Guest researcher (two months) Autonomous University of Madrid (UAM), Madrid, Spain
2013 Guest researcher (four months)Helmholtz-Zentrum Berlin (HZB), Berlin, Germany
2010 – 2013 Research Assistant University of Novi Sad, Novi Sad, Serbia
Sascha FeldmannX (Twitter)
https://x.com/sascha_feldmann
Head of the Laboratory for Energy Materials at EPFL (Switzerland)Independent Research Group Leader & Rowland Fellow at Harvard University (USA)EPSRC Doctoral Prize Fellow at Cambridge University (UK)Ph.D. in Physics at Cambridge University (UK)B.Sc. & M.Sc. in Chemistry at Heidelberg University (Germany)
Enseignement et PhD Doctorant·es actuel·les Tejas Deshpande, Marcel Mattes, Elizabeth Ann Sweeney Cours Dynamics and kinetics CH-310 Le cours couv Philip Robin LocheExpertise
I'm a researcher in soft matter physics working on electrostatics ✨ in aqueous systems 🌊 using machine learning and molecular simulations 💻
