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In this project, I outline basic ideas from differential geometry and nonlinear control, with applications to biology.

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Nonlinear Observability and Identifiability

Current draft, under construction

Notes on nonlinear controllability, observability, identifiability, and minimial realizations. This is the nonlinear analogue of the well known Kalman decomposition for linear state space systems.

We also consider applications to biology--in particular, quantification of uncertainty in gene regulatory networks.

Vipul Singhal

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In this project, I outline basic ideas from differential geometry and nonlinear control, with applications to biology.

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