Anaïs Berkes

About

Career 2021-2022: Product Team, Archlet. 2021-2022: Partner, Wingman Campusfund. 2021-2022: Teaching assistant. ETH Zürich Department of Computer Science. 2019: Machine Learning software development intern. Ghelia - Sony Computer Science Laboratories. Qualifications 2023: Bsc. in Computer Science, ETH Zürich Awards Gates Cambridge Scholar Heidelberg Laureate Forum Lauréate du Concours Général

Selected publications

• Berkes, Anaïs. "HVAC-DPT: A Decision Pretrained Transformer for HVAC Control."38th Conference on Neural Information Processing Systems (NeurIPS 2024) - Tackling Climate Change with Machine Learning Workshop & Women in Machine Learning (WiML) Workshop (2024).
• Anaïs Berkes and Srinivasan Keshav. 2024. SOPEVS: Sizing and Operation of PV-EV-Integrated Modern Homes. In Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '24). Association for Computing Machinery, New York, NY, USA, 14–26. https://doi.org/10.1145/3632775.3661941
• Berkes, A. and Keshav, S., 2024. SPAGHETTI: a synthetic data generator for post-Covid electric vehicle usage. _Energy Informatics_, _7_(1), pp.1-21.