Resources
Scientific Computing Resources and Courses
Tutorials, Notes, EBooks etc.
Tips and Tricks
Scientific Computing YouTube channels
3Blue1Brown Probably the best linear algebra course you can find online. Highly recommended!
Welch Labs Check out 'imaginary numbers are real’.
AMATH301, Nathan Kutz, Data4Bio, Steve Brunton: Youtube channels exploring topics in numerical analysis and data sciences. Very useful tools for a computational/data scientist.
StatQuest: Simple intuitive explaination of topics in machine learning and statistics. Watch out for the 'BAM!’ moments!
Luis Serrano: Machine learning and math made easy.
Popular-Science / Tech YouTube channels
Other cool / witty stuff:
CFD Softwares
OpenFOAM, open source CFD toolbox.
SU2, open source CFD and optimization code.
Deal.II, open source finite element library.
FEniCS, open source platform for solving PDEs using FE methods.
Salome-platform, open source integration platform for numerical
simulation. Includes pre-processing tools.
Gmsh, free three dimensional finite element mesh generator.
Triangle, a two-dim mesh generator and Delauney
triangulator.
Paraview, post-processing tool for large data.
Mayavi, post-processing tool with python scripting
capabilities.
Nektar spectral / hp element framework.
ParMooN Parallel Mathematics and Object Oriented Numerics.
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