Roberto CastelloRoberto Castello is a senior scientist and group leader at the EPFL Laboratory of Solar Energy and Building Physics. Physicist by training, he has extensive experience in collecting, classifying and interpreting large datasets using advanced data mining techniques and statistical methods. He received his MSc (2007) in Particle Physics and PhD (2010) in Physics and Astrophysics from the University of Torino. He worked as a postdoctoral researcher at the Belgian National Research Fund (2011-2014) and at the CERN Experimental Physics Department (2015-2017) as a research fellow and data scientist. He is primary author of more than 20 peer-reviewed publications and he presented at major international conferences in the high energy physics domain.
In 2018 he joined the Solar Energy and Building Physics Laboratory (LESO-PB) to work on data mining and Machine Learning techniques for the built environment and renewable energy. His main research interests are: spatio-temporal modeling of renewable energy potential, energy consumption forecasting techniques, anomaly detection, and computer vision techniques for automated classification in the built environment.
He leads the group of Urban Data Mining, Intelligence and Simulation at LESO-PB and he is a member of the NRP75 Big Data project (HyEnergy) of the Swiss National Science Foundation. He is a member of the Swiss Competence Centre for Energy Research (SCCER) and deputy leader of the working group on Leveraging Ubiquitous Energy Data. He has served as a scientific committee member, workshop organizer and speaker at international conferences (ICAE 2020, Applied Machine Learning Days 2019 and 2020, CISBAT 2019 and 2021 and SDS2020).
Since 2017 he is member of the Geneva 2030 Ecosystem network, promoting the United Nations agenda towards the realization of the Sustainable Development Goals (SDGs).
David Andrew BarryResearch InterestsSubsurface hydrology, constructed wetlands, ecological engineering, in particular contaminant transport and remediation of soil and groundwater; more generally, models of hydrological and vadose zone processes; application of mathematical methods to hydrological processes; coastal zone sediment transport, aquifer-coastal ocean interactions; hydrodynamics and modelling of lakes.
Frédéric CourbinAprès ses études de physique fondamentale à l'Université de Paris-XI (Orsay, France), Frédéric Courbin effectue sa thèse de doctorat entre l'Institut d'Astrophysique de l'Université de Liège (Belgique), l'Observatoire de Paris (France) et l'Observatoire Européen Austral (ESO, Allemagne). En 1999, il quitte l'Europe pour trois ans, afin de poursuivre ses recherches sous le ciel pur du Chili, où l'ESO vient de terminer la construction de son VLT (Very Large Telescope), dans le désert de l'Atacama. En 2004, après un séjour de 2 ans à l'Université de Liège comme chercheur "Marie Curie", Frédéric Courbin rejoint le Laboratoire d'Astrophysique de l'EPFL où il est actuellement professeur. Ses sujets de recherche principaux se situent en cosmologie et en astrophysique extragalactique, ainsi qu'en traitement du signal. En 2018, il obtient un financement Européen (ERC Advanced grant) lié à son travail en cosmologie avec les lentilles gravitationnelles. A l'EPFL il est membre de la commission de l'école doctorale en physique (EDPY) et à été le tuteur de plus de 30 étudiants en thèse à ce jour. Depuis 2018, il est membre du Conseil de Faculté des Sciences de Bases et de l'assemblée d'école depuis 2020.
