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PiccoloQuantumObjects has updated a number of a its apis. The API that uses this inside of quantum collocation is primarily within problem templates.

@jack-champagne jack-champagne force-pushed the chore/pqo-update-problem-templates branch 2 times, most recently from 19f637d to 81c920c Compare October 29, 2025 21:51
…instead of timesteps; refactor integrator functions for consistency
…ps; update system initialization parameters for consistency across tests.
… use N instead of T for consistency; update integrator functions accordingly.
…l problems

- Changed control variable name from `a` to `u` across multiple problem templates:
  - `unitary_sampling_problem.jl`
  - `unitary_smooth_pulse_problem.jl`
  - `unitary_variational_problem.jl`

- Updated associated bounds and regularization weights to reflect the new naming convention.

- Enhanced trajectory initialization functions to support new control variable naming and added documentation for new methods.

- Introduced new functions for generating initial unitary and control trajectories with detailed docstrings.
- Updated all manual pages and examples to use u, du, ddu naming
- Changed .trajectory.a → .trajectory.u
- Updated function parameters: a_bound → u_bound, da_bound → du_bound, etc.
- Updated regularizers: R_a → R_u, R_da → R_du, R_dda → R_ddu
- Updated math notation in index.md: a_t → u_t
- Consistent with source code refactoring
@jack-champagne jack-champagne force-pushed the chore/pqo-update-problem-templates branch from 81c920c to d338517 Compare October 29, 2025 21:54
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