Gaurav Deshmukh – Medium

Gaurav Deshmukh

Gaurav Deshmukh
in
Towards Data Science

Building A Graph Convolutional Network for Molecular Property Prediction

Tutorial to make molecular graphs and develop a simple PyTorch-based GCN

Dec 23, 2023

Building A Graph Convolutional Network for Molecular Property Prediction

Dec 23, 2023

Gaurav Deshmukh
in
Towards Data Science

The Kinetic Theory of Gases: Modeling the Dynamics of Ideal Gas Molecules

Develop a framework to simulate and visualize molecular collisions, and extract thermodynamic insights using Python

Jan 6, 2023

The Kinetic Theory of Gases: Modeling the Dynamics of Ideal Gas Molecules

Jan 6, 2023

Gaurav Deshmukh
in
Towards Data Science

Computational Fluid Dynamics using Python: Modeling Laminar Flow

Solve the 2D Navier-Stokes equations using the finite difference method for single-phase laminar flow and verify results using the…

Jul 23, 2021

Computational Fluid Dynamics using Python: Modeling Laminar Flow

Jul 23, 2021

Gaurav Deshmukh
in
Towards Data Science

A simulation framework to analyze airplane boarding methods

Developing a Python program to calculate boarding times for various configurations and to visualize the boarding procedure

Jan 6, 2020

A simulation framework to analyze airplane boarding methods

Jan 6, 2020

Gaurav Deshmukh
in
Towards Data Science

Modelling the Three Body Problem in Classical Mechanics using Python

An overview of the fundamentals of gravitation, the odeint solver in Scipy and 3D plotting in Matplotlib

Jul 2, 2019

Modelling the Three Body Problem in Classical Mechanics using Python

Jul 2, 2019

Gaurav Deshmukh
in
Towards Data Science

A simple Monte-Carlo simulation to solve a Putnam Competition math problem

An overview of the Monte-Carlo method in Python

Jun 5, 2019

A simple Monte-Carlo simulation to solve a Putnam Competition math problem

Jun 5, 2019

Gaurav Deshmukh

The Dark Forest Theory: A Chilling Solution to Fermi’s Paradox

This is not my theory. This has been detailed quite elegantly by Cixin Liu in his book “The Dark Forest” . It is the second part in the…

Jan 4, 2019

The Dark Forest Theory: A Chilling Solution to Fermi’s Paradox

Jan 4, 2019

Gaurav Deshmukh

Gaurav Deshmukh

I'm a PhD candidate in chemical engineering at Purdue University and I study catalysts using computer simulations. I write about physics, math, and programming.

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