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Strategic Framework for Designing Trustworthy Deep Learning Surrogate Models
Presenter
- Danial Faghihi
February 25, 2025
IMSI
Advances, opportunities, and challenges for parametric model order reduction in digital twins
Presenter
- Karen Veroy-Grepl
June 27, 2024
IMSI
Physics-Constrained Data-Driven Modeling : A Vision for Prediction, Design and Operation of Complex Systems
Presenter
- Karthik Duraisamy
March 8, 2018
IMA
Data-driven Balanced Truncation for Learning Mechanical Systems
Presenter
- Steffen Werner
November 11, 2025
IMSI
Conditional neural Whitney forms for structure preserving data-driven modeling
Presenter
- Nat Trask
September 5, 2025
IMSI
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML
Presenter
- Anh Tran
April 22, 2025
IMSI
Mauro Maggioni - On exploiting compositional structure: one bit of theory and one application
Presenter
- Mauro Maggioni
October 17, 2024
IPAM
Quasi Real-Time Simulations with Neural Networks for Industrial Applications
Presenter
- Yu-Chin Chan
March 23, 2024
ICERM
A Graph-Theoretic Perspective on Optimization: Theory, Modeling, Algorithms, and Applications
Presenter
- Victor Zavala
October 30, 2025
IMSI
Cancer digital twin challenges and opportunities for innovation
Presenter
- Eric Stahlberg
December 4, 2025
IMSI
Formulating the digital twin problem as a two-step Bayesian Inference problem
Presenter
- Peter Jan
October 9, 2025
IMSI