Title |
|---|
 Data-driven adaptive building thermal controller tuning with
constraints: A primal-dual contextual Bayesian optimization approachApplied Energy (Appl. Energy), 2023 |
 Towards Scalable Physically Consistent Neural Networks: an Application
to Data-driven Multi-zone Thermal Building ModelsApplied Energy (Appl. Energy), 2022 |
 Lessons Learned from Data-Driven Building Control Experiments:
Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement
LearningIEEE Conference on Decision and Control (CDC), 2022 |
 Physically Consistent Neural Networks for building thermal modeling:
theory and analysisApplied Energy (Appl. Energy), 2021 |
