Introduction to Dimensionality Reduction in Nuclear Physics#
Welcome to our introduction to dimensionality reduction approaches in nuclear physics! This is a community driven effort and we accept contributions from all interested parties. If you have a problem in nuclear physics that you think is a good highlight for this online book, please reach out. A good source of inspirations for challenges that could become part of the book can be found here.
A list of contributors can be found here.
- Introduction
- Application 1: The Quantum Harmonic Oscillator
- Application 2: Two body single channel nuclear scattering
- Application 3: The Empirical Interpolation Method
- Application 4: Time Dependent Systems (evolution in the reduced space)
- Application 5: Black-Box Methods
- In-Progress Additions
- Contributors
For the code that generated the results on the training and projecting paper see: ascsn/nuclear-dimensionality-reduction-book