Giuseppe CarleoGiuseppe Carleo is a computational quantum physicist, whose main focus is the development of advanced numerical algorithms tostudy challenging problems involving strongly interacting quantum systems.He is best known for the introduction of machine learning techniques to study both equilibrium and dynamical properties,based on a neural-network representations of quantum states, as well for the time-dependent variational Monte Carlo method.He earned a Ph.D. in Condensed Matter Theory from the International School for Advanced Studies (SISSA) in Italy in 2011.He held postdoctoral positions at the Institut d’Optique in France and ETH Zurich in Switzerland, where he alsoserved as a lecturer in computational quantum physics.In 2018, he joined the Flatiron Institute in New York City in 2018 at the Center for Computational Quantum Physics (CCQ), working as a Research Scientist and project leader, and also leading the development of the open-source project NetKet.Since September 2020 he is an assistant professor at EPFL, in Switzerland, leading the Computational Quantum Science Laboratory (CQSL).
Michel BierlaireBorn in 1967, Michel Bierlaire holds a PhD in Mathematical Sciences from the Facultés Universitaires Notre-Dame de la Paix, Namur, Belgium (University of Namur). Between 1995 and 1998, he was research associate and project manager at the Intelligent Transportation Systems Program of the Massachusetts Institute of Technology (Cambridge, Ma, USA). Between 1998 and 2006, he was a junior faculty in the Operations Research group ROSO within the Institute of Mathematics at EPFL. In 2006, he was appointed associate professor in the School of Architecture, Civil and Environmental Engineering at EPFL, where he became the director of the Transport and Mobility laboratory. Since 2009, he is the director of TraCE, the Transportation Center. From 2009 to 2017, he was the director of Doctoral Program in Civil and Environmental Engineering at EPFL. In 2012, he was appointed full professor at EPFL. Since September 2017, he is the head of the Civil Engineering Institute at EPFL. His main expertise is in the design, development and applications of models and algorithms for the design, analysis and management of transportation systems. Namely, he has been active in demand modeling (discrete choice models, estimation of origin-destination matrices), operations research (scheduling, assignment, etc.) and Dynamic Traffic Management Systems. As of August 2021, he has published 136 papers in international journals, 4 books, 41 book chapters, 193 articles in conference proceedings, 182 technical reports, and has given 195 scientific seminars. His Google Scholar h-index is 68. He is the founder, organizer and lecturer of the EPFL Advanced Continuing Education Course "Discrete Choice Analysis: Predicting Demand and Market Shares". He is the founder of hEART: the European Association for Research in Transportation. He was the founding Editor-in-Chief of the EURO Journal on Transportation and Logistics, from 2011 to 2019. He is an Associate Editor of Operations Research. He is the editor of two special issues for the journal Transportation Research Part C. He has been member of the Editorial Advisory Board (EAB) of Transportation Research Part B since 1995, of Transportation Research Part C since January 1, 2006.
Franz-Karl ReinhartOriginaire d'Oberdorf (SO), Franz-Karl Reinhart est né à Bassersdorf (ZH) le 12 juillet 1933. Diplômé ingénieur électricien à l'Ecole polytechnique fédérale de Zurich en 1958, il obtient son doctorat ès sciences techniques à l'Institut d'électronique avancée de l'EPFZ en 1962.
En 1963, il est membre du "Technical Staff" du Laboratoire de recherche en électronique à l'état solide chez Bell, à Murray Hill (New Jersey) aux Etats-Unis. Il s'intéresse à l'optique des ondes guidées, particulièrement à la modulation électro-optique dans les guides d'onde à jonction p-n, aux lasers semiconducteurs à injection et à l'optique intégrée monolithique. Depuis mars 1983, il est professeur ordinaire d'optoélectronique à l'Institut de physique appliquée et, depuis octobre 1987, à l'Institut de micro- et optoélectronique de l'EPFL. Il enseigne dans les domaines de l'optique et de la physique du solide. Il a développé les bases d'un laboratoire d'optoélectronique et de supraconductivité à haute température de transition.
Il s'intéresse principalement à la physique des semiconducteurs, à la supraconductivité et aux applications industrielles. Son activité primaire consiste en la préparation et l'étude de nouveaux matériaux et dispositifs quantiques pour les applications en micro- et optoélectronique.