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Computational Physics
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Projects
0. Projects
1. Luminosity Optimization
1.1 Luminosity
1.1.1 Luminosity (Derivations)
1.2 Bayesian Optimization
2. Linear Optics Measurements
2.1 BPM Data
2.2 Measurement Methods
2.3 Least Squares Method
2.4 Interaction Point
3. Linear Optics Movement
3.1 ORM Minimization Problem
3.2 ORM Convex Problem
4. Phase Space Particle Tracking
4.1 Tune Resonance Map
4.2 Multipole Kick
4.3 Hamiltonian Resonance Theory
4.4 McMillan Map
4.4.1 Sextupole McMillan Map
4.4.2 Octupole McMillan Map
4.5 Emittance Exchange
5. Neural Networks
5.1 Hamiltonian Neural Networks
5.2 Symplectic Neural Networks
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Table of contents
1. Luminosity Optimization
2. Linear Optics Measurements
3. Linear Optics Movement
4. Phase Space Particle Tracking
5. Neural Networks