Optimal Control and Decision Making Under Uncertainty for Digital Twins | Poster Session

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Presenter: Chen Cheng (University of Michigan)
Collaborator(s): Xun Huan
Title: Optimal Stopping for Sequential Bayesian Experimental Design
Presenter: Thomas Dixon (University of Michigan)
Collaborator(s): Alex Gorodetsky
Title: Multi-fidelity Optimization under Uncertainty - A Stochastic Trust-Region Approach using Multi-fidelity Methods
Presenter: Eric Gelphman (Colorado School of Mines)
Collaborator(s): Deepanshu Verma, Nicole Yang, Stanley Osher, Samy Wu Fung
Title: Jacobian-Free Backpropagation for High-Dimensional Optimal Control with Implicit Hamiltonians
Presenter: Philipp A. Guth (RICAM, Austrian Academy of Sciences)
Collaborator(s): K. Kunisch, S. S. Rodrigues, J. Schröder
Title: Digital Twin Feedback for Uncertain Dynamical Systems
Presenter: Sebastian Gutierrez Hernandez (Georgia Institute of Technology)
Collaborator(s): Haomin Zhou, Peng Chen
Title: Multiple Input DeepONets for PDE-constrained dynamic optimal control under uncertainty
Presenter: Angan Mukherjee (University of Wisconsin, Madison)
Collaborator(s): Victor M. Zavala
Title: Data-Driven Dynamic Modeling and Uncertainty Quantification using Variational Inference
Presenter: Yaw Owusu-Agyemang (George Mason University)
Collaborator(s): Harbir Antil, Denis Ridzal, Jimmie Adriazola, Rohit Khandelwal
Title: Optimal Control of Maxwell’s Equations
Presenter: Felipe Perez (George Mason University)
Collaborator(s): Harbir Anti, Keegan Kirk
Title: Duality Framework for Flux Constrained Flow
Presenter: Kewei Wang (Courant Institute of Mathematical Sciences)
Collaborator(s): Georg Stadler
Title: Gaussian Process Regression Subject to Chance Constraints