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Scaling Up Bayesian Neural Networks with Neural Networks
Presenter
- Babak Shahbaba
January 12, 2026
ICERM
Robust Bayesian Optimal Experimental Design under Model Misspecification
Presenter
- Tommie Catanach
October 28, 2025
IMSI
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
Reduced order model enhanced preconditioner for parametric radiative transfer equation
Presenter
- Zhichao Peng
January 9, 2025
ICERM
Hierarchy and intrinsic structure for a more credible validation
Presenter
- Roger Ghanem
May 14, 2021
IMSI
Data driven Reduced Order Modeling for inverse scattering
Presenter
- Liliana Borcea
May 13, 2021
IMSI
Elucidating ecological complexity: Unsupervised learning determines global marine eco-provinces
Presenter
- Maike Sonnewald
May 12, 2021
IMSI
High-order Modeling of Parametric Systems in Uncertainty Quantification II
Presenter
- Akil Narayan
June 19, 2015
IMA
High-order Modeling of Parametric Systems in Uncertainty Quantification I
Presenter
- Akil Narayan
June 18, 2015
IMA
FAIR Universe: Benchmarks for Systematics-Aware Machine Learning in Particle Physics and Cosmology
Presenter
- Po-Wen Chang
May 20, 2025
IMSI
Computing EVPPI and EVSI for decision making under uncertainty
Presenter
- Mike Giles
May 20, 2021
IMSI
