Gaussian Process Regression + Deep Neural Network Autoencoder for Probabilistic Surrogate Modeling in Nonlinear Mechanics of Solids [Supplementary data]
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下载链接：
https://zenodo.org/record/13683122
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资源简介：
Complementary data for : https://arxiv.org/abs/2407.10732
Repository : https://github.com/saurabhdeshpande93/gp-auto-regression
data |--- README.md |--- .gitignore |--- pretrained_models | |--- best.h5 (optimised autoencoder weights) | |--- best_GPs | | | |- gp_{i}.pkl (optimised GP models) | |--- training_data | |--- *.npy (numpy arrays of train/test data)
创建时间：
2024-12-27
