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Advances in Active Learning and Emulation for Multi-Fidelity Simulations
Presenter
- Chih-Li Sung
April 4, 2025
IMSI
A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors.
Presenter
- Mirjeta Pasha
April 3, 2025
IMSI
Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks
Presenter
- Matthieu Darcy
April 3, 2025
IMSI
Probabilistic Learning on Manifolds (PLoM) with Transient Diffusion Kernels
Presenter
- Roger Ghanem
April 3, 2025
IMSI
Return of the Latent Space Cowboys: Rethinking the use of VAEs in Bayesian Optimisation over Structured Spaces
Presenter
- Henry Moss
April 3, 2025
IMSI
Adaptive Sampling Methods for Inference involving Computationally Intensive Models
Presenter
- Andrew Duncan
April 3, 2025
IMSI
Respecting the boundaries: Space-filling designs for surrogate modeling with boundary information
Presenter
- Simon Mak
April 2, 2025
IMSI
