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surajp92/README.md

Hi there 👋

I'm Suraj and

  • 🔭 I'm a machine learning researcher interested in developing physics-constrained deep learning models for complex scientific problems
  • 🏃 I try to run everyday to stay in shape 💪

Tech Stack

  • Python 🐍 (Tensorflow, PyTorch, NumPy, SciPy, Pandas, Jupyter, scikit-learn, ...), C/C++, MATLAB,
  • LaTeX 🐦, Overleaf 🍃, Markdown
  • Git, GitHub, Slurm

Pinned

  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 457 143

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

    this repository contains code for SlopeNet using several numerical methods

    Jupyter Notebook 3 4

  3. 2D_Turbulence 2D_Turbulence Public

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

    Python 8 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 7 3

  6. LSTM_Nudging LSTM_Nudging Public

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

    Python 3 3