1. Toolkit for Adaptive Stochastic Modeling And Non-Intrusive ApproximatioN (TASMANIAN) .  Download: http://tasmanian.ornl.gov/

2. DiffeRential Evolution Adaptive Metropolis (DREAM), a MCMC acceleration by Differential Evolution

FROTRAN90 download: http://people.sc.fsu.edu/~jburkardt/f_src/dream/dream.html

C/C++ download: http://people.sc.fsu.edu/~jburkardt/cpp_src/dream/dream.html

3. UQ Benchmark Problem: The SPE 10th Model 

4. AdaDGS: An adaptive black-box optimization method with directional Gaussian smoothing for high-dimensional multi-modal functions (https://github.com/HoangATran/AdaDGS)

5. PI3NN: Out-of-distribution-aware prediction intervals from three neural networks (https://github.com/liusiyan/PI3NN).

6. GenAI4UQ: A computer code for UQ using generative AI (https://github.com/patrickfan/GenAI4UQ)

7. EnSF: A computer code for nonlinear data assimilation using training-free diffusion models (https://github.com/zezhongzhang/EnSF)