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Benjamin Zhang - Probabilistic operator learning: generative modeling and uncertainty quantification
Presenter
- Benjamin Zhang
July 15, 2025
IPAM
Generative modeling of conditional spatial distributions via autoregressive Gaussian processes
Presenter
- Matthias Katzfuss
May 21, 2025
IMSI
MaLT: Machine-Learning-Guided Test Case Design and Fault Localization of Complex Software Systems
Presenter
- Irene Ji
May 21, 2025
IMSI
Deep Gaussian processes for estimation of failure probabilities in complex systems
Presenter
- Annie Booth
May 20, 2025
IMSI
Constrained Optimization with Sample Estimates of Parameters
Presenter
- James Cochran
May 19, 2025
ICERM
Parameter Subset Selection and Active Subspace Techniques for Models in Engineering, Material Science, and Biology
Presenter
- Ralph Smith
April 23, 2025
IMSI
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML
Presenter
- Anh Tran
April 22, 2025
IMSI
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures
Presenter
- Wei Chen
April 1, 2025
IMSI
Strategic Framework for Designing Trustworthy Deep Learning Surrogate Models
Presenter
- Danial Faghihi
February 25, 2025
IMSI