Computational Physics 1
Tampere University
Core content
· Setting up your numerical experiment, i.e., "Good Enough Practices in Scientific Computing"
· Linux basics
· Data visualization
· Numerical calculus and linear algebra
· Numerical solution of ordinary and partial differential equations
Complementary knowledge
· "Best Practices for Scientific Computing"
· Perceptually uniform colormaps
· Multi-dimensional calculus
· Relation to computational physics
· Basics of related numerical framework
Specialist knowledge
· Archiving and publishing your numerical experiments
· Publication-quality figures (filetypes, typography, and graphic design elements)
· Advanced methods (Monte Carlo integration, FFT-based differentiation and analysis)
· How to select and implement algorithms
· Usage, implementation and development
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