Towards Data Science Building A Graph Convolutional Network for Molecular Property Prediction Tutorial to make molecular graphs and develop a simple PyTorch-based GCN 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 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 benchmark lid cavity test 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 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 A simple Monte-Carlo simulation to solve a Putnam Competition math problem An overview of the Monte-Carlo method in Python
