Shaping Pulses to Control Bistable Biological Systems
Aivar Sootla, Diego Oyarzun, David Angeli, Guy-Bart Stan

TL;DR
This paper develops a method to control bistable biological systems using shaped pulses, enabling switching between states without real-time feedback, with applications demonstrated in synthetic biology.
Contribution
It introduces an efficient algorithm for pulse-based control of monotone bistable systems, extending to uncertain models and combining pulse and event-based control strategies.
Findings
Efficient computation of switching pulses for bistable systems.
Extension of control methods to systems with parametric uncertainty.
Successful induction of oscillations using pulse and event-based control.
Abstract
In this paper we study how to shape temporal pulses to switch a bistable system between its stable steady states. Our motivation for pulse-based control comes from applications in synthetic biology, where it is generally difficult to implement real-time feedback control systems due to technical limitations in sensors and actuators. We show that for monotone bistable systems, the estimation of the set of all pulses that switch the system reduces to the computation of one non-increasing curve. We provide an efficient algorithm to compute this curve and illustrate the results with a genetic bistable system commonly used in synthetic biology. We also extend these results to models with parametric uncertainty and provide a number of examples and counterexamples that demonstrate the power and limitations of the current theory. In order to show the full potential of the framework, we consider…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
