Kanhaiya Gupta's Projects
(Machine) Learning to Do More with Less
Educational ipython source code for applied thermodynamics.
1D density functional theory code in Python
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
The data is collected by solving the schrodinger's equation using a numeric method called the Runge-Kutta method.
https://github.com/emptymalei/rabi-neutrino-oscillations
Fun simulations and numerical calculations for the everyday physicist.
Home of the Random Grid Search algorithm. A very simple, but surprisingly effective, way to find rectangular cuts. Developed by yours truly, Chip Stewart, Pushpa Bhat and generalized by Sezen Sekmen.
Satellite position estimation project
3rd ASTERICS-OBELICS International School
ESCAPE Summer School 2021
Lectures on scientific computing with python, as IPython notebooks.
A simple Python script showing how the backpropagation algorithm works.
My works for EE 511 - Simulation Methods For Stochastic Systems - Spring 2018 - Graduate Coursework at USC - Dr. Osonde A. Osoba
Academic presentations with Slidev made simple š
Code, notebooks, and links to the datasets for the work on "Machine Learning Pipelines with Modern Big DataTools for High Energy Physics"
Jupyter Notebooks of Leonard Susskind's Statistical Mechanics lectures
Material for statistics lectures for physicist
Very short statistical tutorial (RooFit + RooStats) at ATLAS Italia 2017
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
A python code to calculate planetary orbits in a three-body gravitational system. The code can demonstrate how one planet affects the orbit of another planet. As an example, Earth, Jupiter, Sun system is analyzed.
Interaction-driven topological superconductivity
analysis top quark pairs in the SMEFT
Understanding Deep Learning - Simon J.D. Prince
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow