461 citations · 745 across the 22 of their papers we have counts for
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Antithetic Integral Feedback ensures robust perfect adaptation in noisy biomolecular networks
Corentin Briat, Ankit Gupta, Mustafa Khammash
Homeostasis is a running theme in biology. Often achieved through feedback regulation strategies, homeostasis allows living cells to control their internal environment as a means f…
Unbiased estimation of second-order parameter sensitivities for stochastic reaction networks
Ankit Gupta, Mustafa Khammash
This paper deals with the problem of estimating second-order parameter sensitivities for stochastic reaction networks, where the reaction dynamics is modeled as a continuous time M…
Adaptive Hybrid Simulations for Multiscale Stochastic Reaction Networks
Benjamin Hepp, Ankit Gupta, Mustafa Khammash
The probability distribution describing the state of a Stochastic Reaction Network evolves according to the Chemical Master Equation (CME). It is common to estimated its solution u…
An efficient and unbiased method for sensitivity analysis of stochastic reaction networks
Ankit Gupta, Mustafa Khammash
We consider the problem of estimating parameter sensitivity for Markovian models of reaction networks. Sensitivity values measure the responsiveness of an output to the model param…