Scientific & Computational Modeling
2020
A semester-long series of computational modeling projects from Villanova's Scientific and Computational Modeling course (AST 3148, Spring 2020). Source code lives at github.com/rggs/modeling.
Projects
- Ordinary differential equations and the Kepler problem
- The restricted and non-restricted 3-body problem
- Dynamical chaos
- Continuous population models
- Stochastic (Markovian) population models
- Simulated annealing
- Linear programming
- Symmetric and asymmetric least squares fitting
- Spectral analysis, correlation and convolution
- Artificial neural networks