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This repository contains codes related to hybrid analytics and modeling for reduced-order modeling, LES closure, and shock capturing schemes.

Python 100.00%

hybrid_modeling's Introduction

Hi there 👋

I'm Suraj and

  • 🔭 I'm a machine learning researcher interested in developing learning models for complex scientific problems.
  • 🏃 I try to run and do strength training to stay in shape 💪

Tech Stack

  • Programming Languages: Python, C/C++, Julia, Fortran, MPI, MATLAB
  • Libraries: PyTorch, TensorFlow, JAX, MLFlow, DVC, Huggingface, Ray, PySpark, Sklearn, NumPy, SciPy, Pandas, Optuna
  • DevOps tools: Git, Singularity, Docker, Azure, Vscode, Linux, Jupyter, Colab, Streamlit
  • ML Architectures: CNN, LSTM, GANs, Transformers, Diffusion model, VAE, GNN, SAM

hybrid_modeling's People

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