Vincenzo SavonaVincenzo Savona studied physics in Pisa at the Scuola Normale Superiore and the University of Pisa, prior to completing his PhD at the EPFL's Institute of Theoretical Physics. Subsequently he did post-doctoral work, first at the EPFL and then in the physics department of the Humboldt University of Berlin. In 2002, he returned to the EPFL to create his own research group, receiving a "professeur boursier" fellowship from the Swiss National Science Foundation. In 2006, he was appointed tenure-track assistant professor at the EPFL and joined the NCCR for Quantum Photonics. In 2010 he was appointed associate professor. Currently he directs the Laboratory of Theoretical Physics of Nanosystems.
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).
Michele CeriottiMichele Ceriotti received his Ph.D. in Physics from ETH Zürich in 2010. He spent three years in Oxford as a Junior Research Fellow at Merton College. Since 2013 he leads the laboratory for Computational Science and Modeling in the Institute of Materials at EPFL. His research revolves around the atomic-scale modelling of materials, based on the sampling of quantum and thermal fluctuations and on the use of machine learning to predict and rationalize structure-property relations. He has been awarded the IBM Research Forschungspreis in 2010, the Volker Heine Young Investigator Award in 2013, an ERC Starting Grant in 2016, and the IUPAP C10 Young Scientist Prize in 2018.
Christoph FreiSince 2009
Secretary General
, World Energy Council (WEC).
Since 2006
Titulary Professor
, Advisor to the President of EPFL and EPFL's Energy Center on energy issues. Expertise: International energy & environment policy and strategy.
2001-2009
Senior Director
, Energy Industries & Strategy at the World Economic Forum (WEF); Member of the Forum's Executive Council.
2002-2003
Lecturer
, postgraduate course on "Energy Systems in an Economywide Framework", for the Master of Science in Energy Systems at the Swiss Federal Institute of Technology, Lausanne (EPFL).
2001-2003
European Master in Applied Ethics
, Ethics Centre, University of Zurich; specialisation in multi-stakeholder theory.
2000-2001
Research fellow
at the Centre for Energy Policy and Economics of the Swiss Federal Institutes of Technology co-lecturing "Socio-economic aspects of Energy Systems".
1996-2000
Dr ès Sciences
, PhD thesis at the Swiss Federal Institute of Technology, Lausanne (EPFL) and the Paul Scherrer Institute, Villigen (PSI). Domain: Modelling the links between Energy Policy, Greenhouse Gas Emissions and Economic Welfare.
1997-2000
Master (DES) in Econometrics
at the University of Geneva.
1995-1997
Master of Science in Energy Systems
at the Swiss Federal Institute of Technology, Lausanne (EPFL); specialisation in Energy Economics and Management.
1995-2001
Research fellow
at the Laboratory of Energy Systems of the Swiss Federal Institute of Technology, Lausanne (EPFL).
1989-1995
Dipl. El.-Ing.
, graduate studies in Electrical Engineering at the Swiss Federal Institutes of Technology, Zürich (ETHZ) (4th year in Lausanne); training/diploma thesis at the Institute of Microtechnique, University of Neuchâtel (UNINE) (solar cells research). 