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Implement lazy Generator / Operator types #33

Merged
merged 1 commit into from
Oct 28, 2022
Merged

Implement lazy Generator / Operator types #33

merged 1 commit into from
Oct 28, 2022

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goerz
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@goerz goerz commented Oct 28, 2022

We implement a data structure for a time-dependent generator and a static operator that can be evaluated lazily. That is, H(t) = H₀ + ϵ₁(t) H₁ + ϵ₂(t) H₂ is applied to a state |Ψ⟩ by first applying ϵ₂(t) H₂, then ϵ₁(t) H₁, and lastly H₀ and summing the resulting states. This is in contrast to summing up the terms of H(t) into a single matrix and then applying that to the vector. The lazy approach is significantly faster, by at least a factor of 3, and possibly much more for sparse matrices.

This commit also includes some larger changes:

  • Renamed QuantumPropagators.Controls to QuantumControl.Generators
  • Add hamiltonian and liouvillian functions. The latter was moved from QuantumControlBase.
  • New API documentation (generated)
  • Add page "Dynamical Generators" to the documentation
  • Change return type of getcontrolderiv: it now returns a generator, which then can be converted into an Operator via evalcontrols
  • Introduce "control amplitudes" concept within the new Generator type

@goerz goerz added documentation Improvements or additions to documentation enhancement New feature or request breaking PRs that break compatibility labels Oct 28, 2022
We implement a data structure for a time-dependent generator and a
static operator that can be evaluated lazily. That is, `H(t) = H₀ +
ϵ₁(t) H₁ + ϵ₂(t) H₂` is applied to a state `|Ψ⟩` by first applying
`ϵ₂(t) H₂`, then  `ϵ₁(t) H₁`, and lastly `H₀` and summing the resulting
states. This is in contrast to summing up the terms of `H(t)` into a
single matrix and then applying that to the vector. The lazy approach is
significantly faster, by at least a factor of 3, and possibly much more
for sparse matrices.

This commit also includes some larger changes:

* Renamed `QuantumPropagators.Controls` to `QuantumControl.Generators`
* Add `hamiltonian` and `liouvillian` functions. The latter was moved
  from `QuantumControlBase`.
* New API documentation (generated)
* Add page "Dynamical Generators" to the documentation
* Change return type of `getcontrolderiv`: it now returns a generator,
  which then can be converted into an `Operator` via `evalcontrols`
* Introduce "control amplitudes" concept within the new `Generator` type
@goerz goerz merged commit c4337cf into master Oct 28, 2022
@goerz goerz deleted the generators branch December 13, 2023 20:05
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