Gaurav DeshmukhinTowards Data ScienceBuilding A Graph Convolutional Network for Molecular Property PredictionTutorial to make molecular graphs and develop a simple PyTorch-based GCNDec 23, 20236Dec 23, 20236
Gaurav DeshmukhinTowards Data ScienceThe Kinetic Theory of Gases: Modeling the Dynamics of Ideal Gas MoleculesDevelop a framework to simulate and visualize molecular collisions, and extract thermodynamic insights using PythonJan 6, 20233Jan 6, 20233
Gaurav DeshmukhinTowards Data ScienceComputational Fluid Dynamics using Python: Modeling Laminar FlowSolve the 2D Navier-Stokes equations using the finite difference method for single-phase laminar flow and verify results using the…Jul 23, 20214Jul 23, 20214
Gaurav DeshmukhinTowards Data ScienceA simulation framework to analyze airplane boarding methodsDeveloping a Python program to calculate boarding times for various configurations and to visualize the boarding procedureJan 6, 20204Jan 6, 20204
Gaurav DeshmukhinTowards Data ScienceModelling the Three Body Problem in Classical Mechanics using PythonAn overview of the fundamentals of gravitation, the odeint solver in Scipy and 3D plotting in MatplotlibJul 2, 20199Jul 2, 20199
Gaurav DeshmukhinTowards Data ScienceA simple Monte-Carlo simulation to solve a Putnam Competition math problemAn overview of the Monte-Carlo method in PythonJun 5, 2019Jun 5, 2019
Gaurav DeshmukhThe Dark Forest Theory: A Chilling Solution to Fermi’s ParadoxThis 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, 20195Jan 4, 20195