Achieving designed texture and flows in bulk active nematics using optimal control theory

Being intrinsically nonequilibrium, active materials can potentially perform functions that would be thermodynamically forbidden in passive materials. However, active systems have diverse local attractors that correspond to distinct dynamical states, many of which exhibit chaotic turbulent-like dynamics and thus cannot perform work or useful functions. Designing such a system to choose a specific dynamical state is a formidable challenge. Motivated by recent advances enabling optogenetic control of experimental active materials, we describe an optimal control theory framework that identifies a spatiotemporal sequence of light-generated activity that drives an active nematic system toward a prescribed dynamical steady state. Active nematics are unstable to spontaneous defect proliferation and chaotic streaming dynamics in the absence of control. We demonstrate that optimal control theory can compute activity fields that redirect the dynamics into a variety of alternative dynamical programs and functions. This includes dynamically reconfiguring between states, selecting and stabilizing emergent behaviors that do not correspond to attractors, and are hence unstable in the uncontrolled system. Our results provide a roadmap to leverage optical control methods to rationally design structure, dynamics, and function in a wide variety of active materials.

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Publication Details

Journal
The Journal of Chemical Physics
Published
2025-04-01
DOI
https://doi.org/10.1063/5.0244046
Citations
6
Primary Topic
Micro and Nano Robotics
Type
article
Field-Weighted Citation Impact
7.55

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article

Achieving designed texture and flows in bulk active nematics using optimal control theory

Michael F. Hagan, Aparna Baskaran, Saptorshi Ghosh
6 citations
The Journal of Chemical Physics
Micro and Nano Robotics
7.55
article

Achieving designed texture and flows in bulk active nematics using optimal control theory

Michael F. Hagan, Aparna Baskaran, Saptorshi Ghosh
article en
6 citations

Abstract

Being intrinsically nonequilibrium, active materials can potentially perform functions that would be thermodynamically forbidden in passive materials. However, active systems have diverse local attractors that correspond to distinct dynamical states, many of which exhibit chaotic turbulent-like dynamics and thus cannot perform work or useful functions. Designing such a system to choose a specific dynamical state is a formidable challenge. Motivated by recent advances enabling optogenetic control of experimental active materials, we describe an optimal control theory framework that identifies a spatiotemporal sequence of light-generated activity that drives an active nematic system toward a prescribed dynamical steady state. Active nematics are unstable to spontaneous defect proliferation and chaotic streaming dynamics in the absence of control. We demonstrate that optimal control theory can compute activity fields that redirect the dynamics into a variety of alternative dynamical programs and functions. This includes dynamically reconfiguring between states, selecting and stabilizing emergent behaviors that do not correspond to attractors, and are hence unstable in the uncontrolled system. Our results provide a roadmap to leverage optical control methods to rationally design structure, dynamics, and function in a wide variety of active materials.

The Journal of Chemical PhysicsVol. 162(13)
Brandeis University (US)
National Science Foundation, U.S. Department of Energy, National Energy Research Scientific Computing Center
Openalex Percentile: Top 3%
Micro and Nano Robotics
7.55
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Achieving designed texture and flows in bulk active nematics using optimal control theory — Michael F. Hagan, Aparna Baskaran, et al. · The Journal of Chemical Physics (2025) | TGRS Research Map | TGRS