Videos

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Accelerated predictions of the sublimation enthalpy of organic materials with machine learning Thumbnail

Accelerated predictions of the sublimation enthalpy of organic materials with machine learning

Presenter
  • Yifan Liu
April 21, 2025
IMSI
UQ and atomistic simulations Thumbnail

UQ and atomistic simulations

Presenter
  • Aleksandr Chernatynskiy
April 21, 2025
IMSI
DiSCoVeR 2.0: Mutual Information Informed Novelty Estimation of Materials Along Chemical and Structural Axes Thumbnail

DiSCoVeR 2.0: Mutual Information Informed Novelty Estimation of Materials Along Chemical and Structural Axes

Presenter
  • Taylor Sparks
April 21, 2025
IMSI
Gaussian Process for Materials Research Thumbnail

Gaussian Process for Materials Research

Presenter
  • Bruce Pitman
April 21, 2025
IMSI
Advances in Active Learning and Emulation for Multi-Fidelity Simulations Thumbnail

Advances in Active Learning and Emulation for Multi-Fidelity Simulations

Presenter
  • Chih-Li Sung
April 4, 2025
IMSI
Rational Kriging Thumbnail

Rational Kriging

Presenter
  • Roshan Joseph
April 4, 2025
IMSI
Building GP Surrogate Model with High-Dimensional Input Thumbnail

Building GP Surrogate Model with High-Dimensional Input

Presenter
  • Lulu Kang
April 4, 2025
IMSI
A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors. Thumbnail

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 Thumbnail

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 Thumbnail

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 Thumbnail

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 Thumbnail

Adaptive Sampling Methods for Inference involving Computationally Intensive Models

Presenter
  • Andrew Duncan
April 3, 2025
IMSI