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Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
A (somewhat) gentle introduction to Bayesian optimization for materials
Presenter
- Sterling G.
April 23, 2025
IMSI
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
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