Giuseppe Pinto
Publications
Viewing 4 of 4 publications
2024
, , , , and . "Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset." Engineering Applications of Artificial Intelligence 130 (2024) 107701.
2022
, , , , , and . "Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics." Energy and Buildings 276 (2022) 112530.
, , , , and . "Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives." Advances in Applied Energy 5 (2022) 100084.
2023
, , , , , , , , , , , , , , , , , , , , , , , , and . "Ten questions concerning reinforcement learning for building energy management." Building and Environment (2023) 110435.