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    15 repositories

    • BF-Stochastic-Subspace-Descent

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Jun 24, 2026Jun 24, 2026

    • learning_gradient_flow

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 10, 2026Jun 10, 2026

    • constrained_nn_eq_discovery

      Public
      Jupyter Notebook
      •0•3•0•0•Updated Apr 1, 2026Apr 1, 2026

    • L-BF-IS

      Public
      Langevin Bi-fidelity Importance Sampling
      Jupyter Notebook
      •0•1•0•0•Updated Apr 24, 2025Apr 24, 2025

    • monotone-lower-set

      Public
      MATLAB
      •0•2•0•0•Updated Apr 21, 2025Apr 21, 2025

    • Bi-fidelity-VAE

      Public
      Bi-fidelity variational auto-encoder for uncertainty quantification applications
      Jupyter Notebook
      •1•2•0•0•Updated Apr 29, 2024Apr 29, 2024

    • BF-Boosted-Quadrature-Sampling

      Public
      MATLAB
      •0•1•0•0•Updated Feb 17, 2024Feb 17, 2024

    • DSINDy

      Public
      Python
      •0•4•0•0•Updated May 26, 2023May 26, 2023

    • stat-distance-generative-model

      Public
      A presentation about statistical distance for training/evaluating generative models
      Jupyter Notebook
      •0•0•0•0•Updated Nov 16, 2022Nov 16, 2022

    • Transfer-Learning

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•4•0•0•Updated May 21, 2021May 21, 2021

    • SGD

      Public
      Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)
      Python
      •
      GNU General Public License v3.0
      •2•12•0•0•Updated May 19, 2021May 19, 2021

    • BASE_PC

      Public
      BASE_PC code associated with paper at https://arxiv.org/abs/1702.01185
      MATLAB
      •
      GNU General Public License v3.0
      •1•6•0•0•Updated Mar 17, 2020Mar 17, 2020

    • DOPT_PCE

      Public
      Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.com/science/article/pii…
      MATLAB
      •9•20•1•0•Updated Jun 14, 2019Jun 14, 2019

    • TOuU

      Public
      Topology Optimization under Uncertainty (TOuU)
      MATLAB
      •
      GNU General Public License v3.0
      •4•18•1•0•Updated Feb 13, 2019Feb 13, 2019

    • COH-OPT

      Public
      Codes for Coherence-Optimal Sampling as presented in papers at https://arxiv.org/abs/1408.4157 and https://arxiv.org/abs/1410.1931
      MATLAB
      •
      GNU General Public License v3.0
      •2•2•0•0•Updated Sep 10, 2017Sep 10, 2017
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