Stars
A Generalized Interpolation Material Point Method for the Shallow Shelf Approximation of ice flow with Damage
Parallel CPU and GPU high-performance computing - short course
Concise GPU and CPU iterative Stokes solver for viscous glacier flow.
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
Introduction to Fortran Programming
Fortran 2018 standard examples with broad applications
Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.
How to do Bayesian statistical modelling using numpy and PyMC3
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
A collection of Bayesian data analysis recipes using PyMC3
Python Geospatial Data Analysis Course offered at UW during winter 2020
Scripts for processing the TanDEM-X global mosaic
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
PyMC educational resources
A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
Introduction to Uncertainty Quantification
Jupyter notebooks and other materials developed for the Columbia course APMA 4300
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Easy-to-run example notebooks for Dask