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Subtype of CoupledSDEs for large deviation theory functions #86

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reykboerner opened this issue Jul 22, 2024 · 0 comments
Open

Subtype of CoupledSDEs for large deviation theory functions #86

reykboerner opened this issue Jul 22, 2024 · 0 comments
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consistency enhancement New feature or request

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@reykboerner
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The new CoupledSDEs struct (see issue #76) allows a lot of flexibility in defining the stochastic system, including non-linear and time-dependent noise functions. Most of the large deviations functionality, however, requires a specified noise_strength and (for now, constant) covariance_matrix.

  • We need to add warnings/errors so that large deviations functions such as om_action or geometric_min_action_method are not applied to CoupledSDEs systems they are not applicable to.

  • Eventually, we should define a subtype of CoupledSDEs that restricts to SDEs compatible with large deviation theory, and make the relevant functions work only on that subtype.

@reykboerner reykboerner added enhancement New feature or request invalid This doesn't seem right consistency and removed invalid This doesn't seem right labels Jul 22, 2024
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