Special Session 83: Scientific machine learning for dynamics related inverse problems
Organizer(s): Yanhzao Cao , Feng Bao , Guannan Zhang

Parallel Session 10 :: Saturday, June 3, 14:00 – 16:00                     MO205
14:00-14:30	Rick Archibald (Oak Ridge National Laboratory, USA)  Federated Learning for Scientific Facilities

14:30-15:00

Wuchen Li (University of South Carolina, USA)  Controlling regularized conservation laws via entropy-entropy flux pairs

15:00-15:30

Minglei Yang (Oak Ridge National Laboratory, USA)  A pseudo-reversible normalizing flow for stochastic dynamical systems with arbitrary initial distributions

15:30-16:00

Hoang A Tran (Oak Ridge National Laboratory, USA)  High-Dimensional Optimization with a Novel Nonlocal Gradient

Parallel Session 11 :: Saturday, June 3, 16:30 – 19:00                     MO205
16:30-17:00	Feng Bao (Florida State University, USA)  A Stochastic Maximum Principle Approach for Reinforcement Learning

17:00-17:30

Hans Werner Van Wyk (Auburn University, USA)  Incorporating auxiliary data in parameter estimation through machine learning

17:30-18:00

MIroslav Stoyanov (Oak Ridge National Lab, USA)  Multidimensional Quadrature Rule for Non-Positive Weight Functions

18:00-18:30

Yanzhao Cao (Auburn University, USA)  On a stochastic neural network