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Physics of Complex Biosystems, School of Natural Sciences, James-Franck-Stra脽e 1, 85748 Garching, Germany
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Turns out, you *can* differentiate through the Gillespie algorithm: machine learning gradient estimators unlock parameter inference in stochastic kinetic models where traditional methods fail.