Pinned Repositories
BASE_PC
BASE_PC code associated with paper at https://arxiv.org/abs/1702.01185
BF-Boosted-Quadrature-Sampling
Bi-fidelity-VAE
Bi-fidelity variational auto-encoder for uncertainty quantification applications
COH-OPT
Codes for Coherence-Optimal Sampling as presented in papers at https://arxiv.org/abs/1408.4157 and https://arxiv.org/abs/1410.1931
DOPT_PCE
Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.com/science/article/pii/S0045782518301452?via%3Dihub
DSINDy
monotone-lower-set
SGD
Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)
TOuU
Topology Optimization under Uncertainty (TOuU)
Transfer-Learning
CU-UQ's Repositories
CU-UQ/DOPT_PCE
Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.com/science/article/pii/S0045782518301452?via%3Dihub
CU-UQ/TOuU
Topology Optimization under Uncertainty (TOuU)
CU-UQ/SGD
Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)
CU-UQ/BASE_PC
BASE_PC code associated with paper at https://arxiv.org/abs/1702.01185
CU-UQ/Transfer-Learning
CU-UQ/COH-OPT
Codes for Coherence-Optimal Sampling as presented in papers at https://arxiv.org/abs/1408.4157 and https://arxiv.org/abs/1410.1931
CU-UQ/DSINDy
CU-UQ/monotone-lower-set
CU-UQ/BF-Boosted-Quadrature-Sampling
CU-UQ/Bi-fidelity-VAE
Bi-fidelity variational auto-encoder for uncertainty quantification applications
CU-UQ/stat-distance-generative-model
A presentation about statistical distance for training/evaluating generative models