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Achievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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surajp92/README.md

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, CI/CD, Azure, Vscode, Linux, Jupyter, Colab, Streamlit
  • ML Architectures: CNN, LSTM, GANs, Transformers, Diffusion model, VAE, GNN, SAM

Pinned Loading

  1. CFD_Julia CFD_Julia Public

    This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

    Julia 487 150

  2. DNN-based-NIROM DNN-based-NIROM Public

    this repository contains code for SlopeNet using several numerical methods

    Jupyter Notebook 2 4

  3. 2D_Turbulence 2D_Turbulence Public

    This repository contains code for data-driven LES of two-dimensional turbulence.

    Python 9 6

  4. DD-LES DD-LES Public

    This repository contains codes for two-dimensional Kraichnan turbulence. Below is the brief description of each folder:

    Python 2 4

  5. Channel_Flow Channel_Flow Public

    This repository contains the codes for DNS of channel flow.

    Python 9 2

  6. LSTM_Nudging LSTM_Nudging Public

    This repository contains code for LSTM based nudging scheme for data assimilation of geophysical flows.

    Python 5 3