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himanshuvnm/README.md
  • 👋 Hi, I’m Himanshu (@himanshuvnm).
  • 👀 I’m interested in operator theoretic data-driven science and Artificial Intelligence.
  • 🌱 I’m currently learning a lot of exciting things, obviously in the field of scientific data! Presently, I am focusing on Graph Foundation Models and its related perpsective on a certain data sets called as DFNWorks. I am also developing novel theories for the data driven science in the scope of Koopman operator via its spectral analysis.
  • 📫 How to reach me : just email me at [email protected]. This is my official email address.

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  1. Generalized-Gaussian-Radial-Basis-Function-in-Artificial-Intelligence-MATLAB Generalized-Gaussian-Radial-Basis-Function-in-Artificial-Intelligence-MATLAB Public

    This is the recent work of my on the importance and application of mathematical function around its Hilbert function theory on artificial intelligence algorithms. The main motivation was the desire…

    MATLAB 2

  2. Foundation-Model-Large-Language-Model-FM-LLM Foundation-Model-Large-Language-Model-FM-LLM Public

    This repository was commited under the action of executing important tasks on which modern Generative AI concepts are laid on. In particular, we focussed on three coding actions of Large Language M…

    Jupyter Notebook 2 2

  3. Limited-Data-Acquisition-JULIA Limited-Data-Acquisition-JULIA Public

    This research work is about Limited Data Acquisition for the real life physical experiment of fluid flow across cylinder based on Kernelized Extended Dynamic Mode Decomposition by incorporating Gau…

    Python 1

  4. Examples-Dynamical-Systems-in-Python Examples-Dynamical-Systems-in-Python Public

    Codes of my present and recent research work on dynamical systems in Python. In this repository, we can see a wide variety of examples of the phase-portraits of dynamical systems ranging from simpl…

    Jupyter Notebook 1

  5. PyTorch-regime-for-Deep-Kolmogorov-Method-for-Heat-Equation PyTorch-regime-for-Deep-Kolmogorov-Method-for-Heat-Equation Public

    Here, we will provide a PyTorch regime to handle the partial differential equation solution of the heat equation by executing Deep Kolmogorov Method of Beck et. al.

    Jupyter Notebook 1

  6. Some-recipes-of-PyTorch Some-recipes-of-PyTorch Public

    These are some of my recent tryouts on PyTorch. Here, I incorporate basics of recipes of PyTorch as Autograd function, activation function (sigmoid, hyperbolic tangent function etc.), tensors etc. …

    Jupyter Notebook 1