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1. Jianxun-Wang/LabelFree-DNN-Surrogate Jianxun-Wang/LabelFree-DNN-Surrogate Public

   Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning

   Jupyter Notebook 87 51

2. Unified_Sequential_Flow_Generative_Model Unified_Sequential_Flow_Generative_Model Public

   Code for Paper "Unifying predictions of deterministic and stochastic physics in mesh-reduced space with sequential flow generative model"

   Python

3. SplineLearningEquation SplineLearningEquation Public

   Code for Paper "Bayesian spline learning for equation discovery of nonlinear dynamics with quantified uncertainty"

   3 2

4. Jianxun-Wang/Physics-constrained-Bayesian-deep-learning Jianxun-Wang/Physics-constrained-Bayesian-deep-learning Public

   Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data

   Python 48 16