Videos

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Parameter Subset Selection and Active Subspace Techniques for Models in Engineering, Material Science, and Biology Thumbnail

Parameter Subset Selection and Active Subspace Techniques for Models in Engineering, Material Science, and Biology

Presenter
  • Ralph Smith
April 23, 2025
IMSI
Combining reinforcement learning with graph convolutional neural networks for efficient design of TiAl/TiAlN atomic-scale interfaces Thumbnail

Combining reinforcement learning with graph convolutional neural networks for efficient design of TiAl/TiAlN atomic-scale interfaces

Presenter
  • Houlong Zhang
April 22, 2025
IMSI
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML Thumbnail

Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML

Presenter
  • Anh Tran
April 22, 2025
IMSI
Latent Variable Approaches for Data-Driven Design of Heterogeneous Metamaterial Systems Thumbnail

Latent Variable Approaches for Data-Driven Design of Heterogeneous Metamaterial Systems

Presenter
  • Liwei Wang
April 22, 2025
IMSI
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