HOPSFlow-Paper/subprojects/cycle_shift/model_summary.org

#+PROPERTY: header-args :session otto_cycle_shift_summary :kernel python :pandoc no :async yes :tangle no :noweb yes

This is just a quick notebook to get all the model definitions in one
place.

#+begin_src jupyter-python
  import plot_utils as pu
  from hiro_models.one_qubit_model import StocProcTolerances
  from hiro_models.otto_cycle import OttoEngine, get_energy_gap
  import hiro_models.model_auxiliary as aux
  import numpy as np
  import utilities as ut
  import matplotlib.pyplot as plt
  import otto_utilities as ot
  import shift_cycle as sc
  import figsaver as fs
#+end_src

#+RESULTS:

* Baseline and Shifts
#+begin_src jupyter-python
  baseline_shifts = sc.make_shifts(extra_r=4)
  baseline_models = [sc.make_model(shift, shift) for shift in baseline_shifts]
  baseline = baseline_models[3]
#+end_src

#+RESULTS:

#+begin_src jupyter-python
  ot.max_energy_error(models, steady_idx=2)
#+end_src

#+RESULTS:
: 1

* Slower
#+begin_src jupyter-python
slow_shifts = sc.make_shifts(extra_r=4)
long_models = [sc.make_model(shift, shift, switch_t=6.) for shift in slow_shifts]
long_baseline = sc.make_model(0., 0., switch_t=6.)
#+end_src

#+RESULTS:


#+begin_src jupyter-python
  ot.max_energy_error(long_models, steady_idx=2)
#+end_src

#+RESULTS:
: 1

* Slower Shifted
#+begin_src jupyter-python
  cold_shifts = sc.make_shifts(extra_r=4)
  cold_models = [sc.make_model(shift, shift, switch_t=6., only_cold=True) for shift in cold_shifts]
#+end_src

#+RESULTS:

#+begin_src jupyter-python
  ot.max_energy_error(cold_models, steady_idx=2)
#+end_src

#+RESULTS:
: 1