2 papers
cs.LG2026
Hierarchical Physics-Embedded Learning for Partially Known Spatiotemporal Dynamics
Xizhe Wang, Xiaobin Song, Qingshan Jia +4
Partial physical knowledge--governing structures known, constitutive relations or their combinations not--pervades spatiotemporal systems. Existing scientific machine learning para…
eess.SY2024
Priority-based Energy Allocation in Buildings through Distributed Model Predictive Control
Hongyi Li, Jun Xu, Qianchuan Zhao
Many countries are facing energy shortage today and most of the global energy is consumed by HVAC systems in buildings. For the scenarios where the energy system is not sufficientl…