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1. Data_Driven_Symbolic_Regression Data_Driven_Symbolic_Regression Public

   Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used to identify physical process, numerical schemes, and LES subgri…

   Python 34 14

2. Physics_informed_GANs_turbulent_flows Physics_informed_GANs_turbulent_flows Public

   Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution (DNS) fields without solving NS equations numerically.

   Python 20 8

3. Pyhton_LES_solver_2D_decaying_trubulence Pyhton_LES_solver_2D_decaying_trubulence Public

   This repository contains python based LES solver (FDM/spectral) of 2D decaying turbulence.

   Python 12 1

4. Machine_Learning_CS_5783 Machine_Learning_CS_5783 Public

   Python based machine learning codes developed for CS_5783 course

   Python 1

5. Optimization_Data_Assimilation_MAE_5010 Optimization_Data_Assimilation_MAE_5010 Public

   Python codes for Data Assimilation course MAE-5010

   Python 2

6. 1D_gaseous_cooling_matlab 1D_gaseous_cooling_matlab Public

   MATLAB 1