- 👋 Hi, I’m Himanshu (@himanshuvnm).
- 👀 I’m interested in operator theoretic data-driven science and artificial intelligence powered by certain classes of mathematical functions.
- 🌱 I’m currently learning a lot of things! Presently, I am focusing on Foundation Models and its related perpsective on the Generative Artificial Intelligence and Large Language Models.
- 📫 How to reach me : just email me at singh_h@lanl.gov. This is my official email address.
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Los Alamos National Laboratory
- Los Alamos, NM
- https://orcid.org/0000-0001-8816-1340
- in/himanshu-singh-371b6385
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Generalized-Gaussian-Radial-Basis-Function-in-Artificial-Intelligence-MATLAB
Generalized-Gaussian-Radial-Basis-Function-in-Artificial-Intelligence-MATLAB PublicThis 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 1
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Foundation-Model-Large-Language-Model-FM-LLM
Foundation-Model-Large-Language-Model-FM-LLM PublicThis 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
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Limited-Data-Acquisition-JULIA
Limited-Data-Acquisition-JULIA PublicThis 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
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Examples-Dynamical-Systems-in-Python
Examples-Dynamical-Systems-in-Python PublicCodes 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
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PyTorch-regime-for-Deep-Kolmogorov-Method-for-Heat-Equation
PyTorch-regime-for-Deep-Kolmogorov-Method-for-Heat-Equation PublicHere, 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
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Some-recipes-of-PyTorch
Some-recipes-of-PyTorch PublicThese 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
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