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:

  • Acapella Science Very talented artist / scientist making acapella science songs.

  • Primitive technology. An amazing YouTube channel about primitive technology. Not a single modern tool used!

  • Medlife Crisis: Dr. Rohin Francis is a medical researcher and a cardiologist with a great sense of humour.

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.