Physics-Informed Learning for Energy Systems

Main Workshop

Rooms

This workshop is co-located with ACM e-Energy 2026 on June 22, 2026. Detailed room and venue information will be added once the conference organizers release the final venue logistics.

Talks in this room:
Monday
 13:00 ! Live

Introduction and Opening Remarks

Organizers

 13:15 ! Live

The Dual Frontier between AI and the Power Grid

Hao Zhu

 13:50 ! Live

Improving Engineering-Constrained Machine Learning for Power Systems

Priya Donti

 14:25 ! Live

Coffee Break (KC 300 Galleria Central)

Organizers

 15:00 ! Live

Physics-Informed, Topology-Aware Learning for Safe and Reliable Operation of Sustainable Energy Systems

Petr Musilek

 15:35 ! Live

Homeomorphism Methods for Efficient Learning and Optimization with Hard Constraints

Enming Liang

 16:10 ! Live

Data-Driven Optimal Voltage Control for Power Distribution Systems

Wenqi Cui

 16:45 ! Live

Closing Remarks

Organizers