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Exponential Decay of Sensitivity in Control and Other Graph-Indexed Optimization Problems and Consequences for Digital Twins.
Presenter
- Mihai Anitescu
October 31, 2025
IMSI
Personalized Modeling of Alzheimer’s Biomarkers: Toward Digital Twin Generation in Neurological Disorders
Presenter
- Jeffrey Petrella
July 29, 2025
ICERM
An overview of hybrid physics/machine learning modelling at Michelin: from rubber manufacturing simulation to real-time tire performance prediction opportunities
Presenter
- Raphael Meunier
December 1, 2025
IMSI
Spatiotemporal Besov Priors for Bayesian Inverse Problems
Presenter
- Mirjeta Pasha
October 7, 2025
IMSI
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