MS285B Cents & Sensitivities: Exploiting Differentiable Solvers for Low-Cost Optimization in Science and Engineering II
Main Organizer:
Mr.
Nicholas Zolman
(
University of Washington
, United States
)
Chaired by:
Mr. Nicholas Zolman (University of Washington , United States) , Ms. Sajeda Mokbel (University of Washington , United States)
Mr. Nicholas Zolman (University of Washington , United States) , Ms. Sajeda Mokbel (University of Washington , United States)
Scheduled presentations:
-
Kaplan Hydraulic Turbine Optimization against Cavitation using a Continuous Adjoint Method for Two-phase Flows
-
Learning to Control PDEs with Differentiable Predictive Control and Neural Operators
-
Balanced Active Subspaces for Optimal Control of High-Dimensional Fluid Flows via Trajectory Optimization.
-
Physics-Enhanced Reinforcement Learning for Real-time Optimal Control of Dynamical Systems
-
Gradient-enhanced control of turbulent flow with differentiable simulation
