Optimal Decisions with Messy Data and Uncertainty

Bart Van Parys
October 27, 2025

Hybrid-Cooperative Learning for PDEs

Enrique Zuazua
October 27, 2025

Jacobian Free Backpropagation for High-Dimensional Optimal Control with Implicit Hamiltonians

Samy Wu Fung
October 27, 2025

Data Driven Modeling for Scientific Discovery and Digital Twins

Dongbin Xiu
October 27, 2025

Transport- and Measure-Theoretic Approaches for Dynamical System Modeling

Yunan Yang
October 10, 2025

Formulating the digital twin problem as a two-step Bayesian Inference problem

Peter Jan van Leeuwen
October 9, 2025

Towards Decision-Ready Operator Surrogates

Thomas O'Leary-Roseberry
October 9, 2025

Training distribution optimization in the space of probability measures

Nicholas Nelsen
October 9, 2025

Data-efficient kernel methods for learning differential equations and their solution operators

Bamdad Hosseini
October 8, 2025