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).
Jean-Paul Richard KneibEnseignement et PhD Doctorant·es actuel·les Oliver Pineda Suarez, Robert Daniel Kincaid, Ethan Daniel Tregidga, Belén Yu Irureta-Goyena Chang, Elisabeth Andréa Cécile Rachith, Shengyu He, Aurélien Thomas Mathieu Verdier, Timour Jestin A dirigé les thèses EPFL de Markus Rexroth, Luzius Gregor Kronig, Christoph Ernst René Schäfer, Vasileios Angelopoulos, Michaël Juillard, Amélie Tamone, Andrei Variu, Yoan Rappaz, Anne-Marlene Rüede, Jiaxi Yu, Daniel Felipe Forero Sanchez, Beauchesne Benjamin Emmanuel Nicola
Andreas PautzEnseignement et PhD Doctorant·es actuel·les Sofia Portolan, Michel Saliba, Bishal Torrente, Alexis Paul Boris Claude Dupont-Bembinoff, Cynthia Camila Güttlein A dirigé les thèses EPFL de Ting Zhu, Vladimir Vladimirov Brankov, Boris Aviv Hombourger, Damar Canggih Wicaksono, Petra Mala, Adolfo Rais, Valentyn Bykov, Daniel Jerôme Siefman, Evgeny Nikitin, Dionysios Chionis, Oskari Ville Pakari, Friederike Bostelmann, Jiani Gao, Efstathios Vlassopoulos, Alessandro Scolaro, Stefan Radman, Alexander Aures, Lubom
Andrea MerliEnseignement et PhD Doctorant·es actuel·les Spencer Collaviti
Aravindhan VenkateswaranEnseignement et PhD Cours Projet de master en physique PHYS-599(b) L'étudiant·e réalise un projet de recherche en physique en relation directe avec les scientifiques d'un laboratoire ou en entreprise.
Sergi Aguacil MorenoExpertise
- Architecture, énergie, physique du bâtiment et environnement- Intégration de l'innovation dans le bâtiment | Smart Living Lab- Gestion de projets complexes- Lien recherche et pratique | Infrastructures de recherche- Intégration de la durabilité dans les projets d'architecture- Etudes d'Analyse de cycle de vie et impact environnementale- Intégration de l'énergie photovoltaîque dans le bâtiment | Projets de rénovation et nouvelles constructions | ActiveInterfaces- Etudes et évaluation multicritère
Fabrizio CarboneEnseignement et PhD Doctorant·es actuel·les Rahul Yogendra Singh, Paolo Cattaneo, Chiara Missaglia, Antoine Nicolas Andrieux A dirigé les thèses EPFL de Mathieu Julien Gino Cottet, Andreas Mann, Giulia Fulvia Mancini, Luca Piazza, Francesco Pennacchio, Simone Borroni, Gabriele Berruto, Benoît Truc, Paolo Usai, Simone Gargiulo, Veronica Leccese, Hui-Yuan Daniel Chen, Michele Caldara, Rémi Claude A co-dirigé les thèses EPFL de Edoardo Baldini, Thomas Schönenberger, Lukas Jürgen Hellbrück Cours Attosecond
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