Resources

The main textbook for this course is

Computational Physics, Mark Newman, 2012. ISBN-13: 978-1480145511. Amazon Link

the author also has useful additional resources here.

Additional Resources:

Optimization / Parameter Fitting:

Machine Learning

for use in class (features.txt, labels.txt, snippet0.txt, snippet1.txt, snippet2.txtsnippet3.txt, snippet4.txt, snippet5.txt)

Numerical Simulation