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PMACS Lab Probabilistic Modeling and Analysis of Complex Systems Laboratory
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Codes and Data

GPM: Gaussian Process Modeling of Multi-Response and Possibly Noisy Datasets

Data: Deep learning predicts path-dependent plasticity (link to paper)

Data: A numerical Bayesian-calibrated characterization method for multiscale prepreg preforming simulations with tension-shear coupling (link to paper)

Data and codes: A transferable deep learning framework for solving PDEs on unseen domains (link to paper)

Contact:

Dr. Ramin Bostanabad

4200 Engineering Gateway

Irvine, CA 92697

Email: Raminb@uci.edu
Office: +1 949 824-7129

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