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Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
Detection, Estimation, and Reconstruction in Networks: Detection and Estimation in Multi-Index models
Presenter
- Florent Krzakala
April 21, 2025
SLMath
3D Solitary Pattern Stability in a Multiscale Nonlinear Schrödinger Equation
Presenter
- Christopher Jones
January 24, 2025
ICERM
Reduced order model enhanced preconditioner for parametric radiative transfer equation
Presenter
- Zhichao Peng
January 9, 2025
ICERM
Advances, opportunities, and challenges for parametric model order reduction in digital twins
Presenter
- Karen Veroy-Grepl
June 27, 2024
IMSI
Physical constraints in machine learning models of electronic and atomic interactions
Presenter
- Boris Kozinsky
March 26, 2024
IMSI
A local, low-dimensional Machine Learning based PDE Solver for modeling engineering applications
Presenter
- Rishikesh Ranade
March 23, 2024
ICERM
A Perturbational Approach for Approximating Heterogeneous-Agent Models
Presenter
- Anmol Bhandari
March 8, 2024
IMSI
Thomas Barthel - Quantum sim of condensed matter using Trotterized entanglement renormalization
Presenter
- Thomas Barthel
February 8, 2024
IPAM
Florin Bobaru - Peridynamic fracture across scales: large scale computations with fast methods
Presenter
- Florin Bobaru
April 18, 2023
IPAM