Physics-Informed Learning for Energy Systems

Schedule

Workshop Date: Monday, June 22, 2026

Venue: Co-located with ACM e-Energy 2026; the workshop will take place in room KC302 of the Kinnaer Centre at the Banff Centre for Arts and Creativity.

#Main Workshop
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

Caption
Talk
Break
Remarks