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Multi-model Ensemble Analysis with Neural Network Gaussian Processes
Presenter
- Trevor Harris
September 23, 2022
IMSI
High-dimensional and infinite-dimensional hyperbolic crosses and their applications in approximation and uncertainty quantification
Presenter
- Dinh Dung
September 19, 2014
ICERM
Graph-based Bayesian Semi-supervised Learning: Prior Design and Posterior Contraction
Presenter
- Daniel Sanz-Alonso
May 12, 2021
IMSI
Multi-fidelity approaches: Fusing models and data to achieve efficient design, optimization and uncertainty quantification
Presenter
- Karen Willcox
September 18, 2018
IPAM
A Moment Approach to Approximating Functional Solutions
Presenter
- Tillmann Weisser
February 13, 2019
IPAM
Connecting models with data: identifiability and parameter estimation of multiple transmission pathways
Presenter
- Marisa Eisenberg
November 15, 2016
MBI
Gaussian Process Modeling: Applications to Building Systems and Algorithmic Challenges
Presenter
- Victor Zavala
June 12, 2013
IMA
Machine learning constitutive models of inelastic materials with microstructure
Presenter
- Reese Jones
June 6, 2023
ICERM
Temperature Accelerated construction of Markov Models with Bayesian Estimation of Rates (TAMMBER)
Presenter
- Thomas Swinburne
October 16, 2017
IPAM