aquakin.forward_sensitivity#
- aquakin.forward_sensitivity(reactor, C0, *, params, sens_params, **solve_kwargs)[source]#
Forward-sensitivity solve through any reactor exposing
solve_sensitivity.Thin wrapper mirroring
aquakin.sensitivity(): it calls the reactor’ssolve_sensitivity()and packages the(solution, S)pair with the resolved parameter names and convenience accessors.- Parameters:
reactor (BatchReactor, PlugFlowReactor or BiofilmReactor) – Any reactor with a
solve_sensitivitymethod.C0 (jnp.ndarray) – Initial state.
params (jnp.ndarray) – Full parameter vector; keyword-only, matching
reactor.solve.sens_params (list of str or int) – Sensitivity-parameter names or indices.
**solve_kwargs – Passed through to
reactor.solve_sensitivity(e.g.t_span,t_eval,conditions,sens_rtol,sens_atol,param_scale).
- Return type: