Thibault Marzullo

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 91 citations · Full text

Energy Planning, Energy Conservation, Energy Optimization +1

Reinforcement learning building control approach harnessing imitation learning

Sourav Dey, Thibault Marzullo, Xiangyu Zhang et al. · Energy and AI · 2023 · 43 citations · Full text

A high-fidelity building performance simulation test bed for the development and evaluation of advanced controls

Thibault Marzullo, Sourav Dey, Nicholas Long et al. · Journal of Building Performance Simulation · 2022 · 22 citations · Full text

Engineering, Performance-based Building Design, Energy Efficiency +20

Inverse reinforcement learning control for building energy management

Sourav Dey, Thibault Marzullo, Gregor P. Henze · Energy and Buildings · 2023 · 22 citations · Full text

Inverse Reinforcement Learning, Engineering, Inverse Reinforcement +6

A computational toolchain for the automatic generation of multiple Reduced-Order Models from CFD simulations

Thibault Marzullo, Marcus Keane, Marco Geron et al. · Energy · 2019 · 14 citations · Full text

Numerical Analysis, Reduced Order Modeling, Multiple Reduced-order Models +14