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Toward predictive digital twins: From physics-based modeling to scientific machine learning
Presenter
- Karen Willcox
October 8, 2020
IMSI
A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors.
Presenter
- Mirjeta Pasha
April 3, 2025
IMSI
A local, low-dimensional Machine Learning based PDE Solver for modeling engineering applications
Presenter
- Rishikesh Ranade
March 23, 2024
ICERM
Ultrafast learning of hybridization networks using phylogenetic invariants
Presenter
- Claudia Lemus
October 11, 2023
IMSI
Tutorial on Conformal Prediction and Distribution-Free Uncertainty Quantification
Presenter
- Anastasios Angelopoulos
March 31, 2023
IMSI
Infancy Longitudinal Structural MRI Data Analysis with Path Signature Features for the Cognitive Scores Prediction
Presenter
- Xin (Cindy) Zhang
July 6, 2021
ICERM
Learning interactions from microscopic observables
Presenter
- Albert Bartók-Pártay
November 1, 2017
IPAM
Statistics on Deformations in Computational Anatomy: Geometric Structures and Topological Questions
Presenter
- Xavier Pennec
December 9, 2013
IMA
Properties of Atoms in Molecules via Machine Learning
Presenter
- Matthias Rupp
February 25, 2015
IPAM
Personalized Cancer Care through Digital Twin Technology: Integrating Patient-Specific Data with Mechanistic Modeling
Presenter
- Leili Shahriyari
August 1, 2025
ICERM
Decision-Making and Computational Psychiatry: An Explanatory and Pragmatic Perspective
Presenter
- Martin Paulus
February 20, 2020
IPAM