Practice & Projects
Make problem solving, computation, and research-entry practice reusable across learning routes.
Projects available now
Section titled “Projects available now”These projects connect the lessons to an independent check. Each linked page supplies the relevant reasoning, executable code or analytic tasks, inputs, expected results, and exercises with solutions.
| Project | Preparation | Main test |
|---|---|---|
| Three-site Toda | Hamilton’s equations, Lax matrices and conserved quantities | Compare time integration with an independent QR solution; measure convergence and errors that invariants miss |
| Finite-chain Bethe states | One- and two-magnon amplitudes and ring equations | Build the Hamiltonian in two ways and test actual normalized eigenvectors |
| Commuting charges and the XXX Hamiltonian | Tensor products, the rational R-matrix and monodromy | Compare transfer identities and analytic differentiation against independently built short-chain operators |
| An exact spin correlation | Normalized Bethe matrix elements and basic Python | Compare a complete spectral sum with direct evolution; detect lost weight, normalization and Fourier-sign errors |
| KdV convergence laboratory | The travelling pulse, conserved integrals and basic Python | Refine time, spatial resolution and domain separately against an exact line profile |
| Two constructions of a KdV soliton | Travelling-wave ODE and one-pole reconstruction | Match field, speed, eigenvalue and normalization; identify an inconsistent construction |
| Two-soliton collision | Exact collision and phase shifts, the one-pulse laboratory and basic Python | Evolve interacting pulses, compare the full field, and separate numerical error from finite-time overlap |
| A singular Bethe state | The XXX Hamiltonian, monodromy blocks and polynomial limits | Reproduce a published finite result, distinguish root and state residuals, and diagnose loss of numerical precision |
| Finite-ring TASEP dynamics | Markov generators, stationary current and basic Python | Compare fixed-time trajectory samples with deterministic evolution, reconstruct a Bethe mode, and detect direction and sampling mistakes |
Use solutions to diagnose a missing step
Section titled “Use solutions to diagnose a missing step”Begin with a calculation you can predict by hand. Record the equation, initial or boundary data and error measure before running code. Compare against the stated result, then change one setting and explain the consequence. A small residual has meaning only for the equation and norm that produced it.
The lesson sequences provide shorter guided, independent and changed-setting tasks: Toda, the XXX chain, KdV, and TASEP. For elementary Hamiltonian practice, test a coordinate change in the bracket bridge and match initial data in the oscillator lesson. For quantum preparation, construct tensor matrices and test a symmetry-breaking perturbation in the linear algebra bridge.
Open a hint before a full solution when you need one intermediate step. After reading a solution, redo the calculation with the lesson’s altered data.
For differential-equation practice, the phase-portrait bridge asks you to check an initial-value solution, calculate a logistic trajectory and distinguish finite-time blowup from nonuniqueness.
The remaining chapter map describes future problem collections, laboratories and projects. It does not imply that the unlinked tasks are already available.
Learning sequences: Open Toda · The XXX spin chain · KdV solitons · Finite-ring TASEP
Chapter map
Readings and planned coverage
CHAPTER 01
Problem Collections
Planned coverage
- Mechanics & conserved structures
- Solitons, hierarchies & discrete maps
- Spin chains, gases & Bethe ansatz
- Probability & geometric systems
- Thermodynamics, correlations & dynamics
- Synthesis questions & oral explanations
CHAPTER 02
Computational Labs
- Verify a KdV pulse with a convergence study
- Test finite-ring TASEP dynamics
- Verify a two-soliton collision
Planned coverage
- Diagonalize a short chain & compare Bethe results
- Solve Bethe roots & TBA equations
CHAPTER 03
Capstone Projects
Planned coverage
- A spin chain from Hamiltonian to observable
- Verify a finite six-vertex transfer matrix
- Reconstruct a Painlevé reduction
- Compare integrable & perturbed dynamics
CHAPTER 04
Bridge to Research
Planned coverage
- Read your first integrability paper
- Write a conventions & assumptions notebook
- Formulate a scoped follow-on question