Name: Andrew B. Li
Type: User
Company: University of Michigan, Ann Arbor
Bio: Postdoc in Professor Venkat Viswanathan's group working on solid state battery. PhD: free energy functionals, phase field, and semiconductor interdiffusion
Location: Ann Arbor
Andrew B. Li's Projects
18.369/8.315 - Mathematical Methods in Nanophotonics course
notebooks for UC Berkeley's Astronomy 250: "Python Computing for Scientific Research" Spring 2012
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Datasets for recitation
:mortar_board: Path to a free self-taught education in Computer Science!
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
:bar_chart: Path to a free self-taught education in Data Science!
EE227C (Spring 2018) Course page
a practice repository
Lab Materials for MIT 6.S191: Introduction to Deep Learning
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
Mathematics of Deep Learning, Courant Insititute, Spring 19
A collection of NN practices with a focus on physical modelling
Phase Field simulations implemented with FEniCS
PRML algorithms implemented in Python
Python Data Science Handbook: full text in Jupyter Notebooks
Notes and exercise attempts for "An Introduction to Statistical Learning"
The Materials Project Workshop Curriculum