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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
Presenter
- Anh Tran
April 22, 2025
IMSI
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
Presenter
- Yifan Liu
April 21, 2025
IMSI
DiSCoVeR 2.0: Mutual Information Informed Novelty Estimation of Materials Along Chemical and Structural Axes
Presenter
- Taylor Sparks
April 21, 2025
IMSI
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