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Building a Gaussian Process Statistical and Quantitative Learning Framework for Scientific Applications
Presenter
- Xiaoye Li
September 13, 2025
ICERM
ALAMO: Machine learning from data and first principles
Presenter
- Nick Sahinidis
October 6, 2017
IPAM
Positive Lyapunov exponents for the Galerkin-Navier-Stokes equations with stochastic forcing
Presenter
- Jacob Bedrossian
October 22, 2021
ICERM
New strategies for reduced-order models for predicting the statistical responses and uncertainty quantification in complex turbulent dynamical systems
Presenter
- Andrew Majda
January 11, 2017
IPAM
Accelerated kinetic Monte Carlo methods: Hierarchical parallel algorithms and coarse-graining
Presenter
- Markos Katsoulakis
October 22, 2010
IMA
Sparse sampling methods for large scale experimental data
Presenter
- Rick Archibald
January 30, 2017
IPAM
Low Rank Tensor Methods in High Dimensional Data Analysis (Part 2/2)
Presenter
- Ming Yuan
March 12, 2021
IPAM
Low Rank Tensor Methods in High Dimensional Data Analysis (Part 1/2)
Presenter
- Ming Yuan
March 9, 2021
IPAM