The authors derive identifiability conditions for SDEs arising from mass-action reaction networks and prove that distinct networks can produce identical diffusion laws under suitable rate choices.
Grunberg and Domitilla Del Vecchio,Identifiability of chemical reaction networks with intrinsic and extrinsic noise from stationary distributions, SIAM J
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Identifiability of SDEs for reaction networks
The authors derive identifiability conditions for SDEs arising from mass-action reaction networks and prove that distinct networks can produce identical diffusion laws under suitable rate choices.