Useful Resources & Links

Math You Forgot You Knew

• Mathematical Tools for Physicists - by Prof. James Nearing

MD with LAMMPS

• LAMMPS Beginners Workshop Videos

• LAMMPS Overview Paper

• Users Manual

• Programmers Guide

Machine Learning & Data Driven Engineering

• Dive Into Deep Learning

• Prof. Steve Brunton's YouTube Channel

• PySINDy Tutorials 

Python & Scientific Programming

• Point Breeze Publishing Tutorials

Polymer Physics

• Structure And Rheology of Molten Polymers by Read, Dealy, and Larson CMU Library Link

• Polymers: a guided inquiry - by Prof. Jennifer Laaser (U.Pitt.) 

Statistical Mechanics & Thermodynamics

• Gould & Tobochnik in-browser simulations 

Random Useful Things

• Generating random orientation distributions

• Methods for measuring polymer viscoelasticity in MD

• GPU Puzzles