Cargando…
Optimal transport and control of active drops
Understanding the complex patterns in space–time exhibited by active systems has been the subject of much interest in recent times. Complementing this forward problem is the inverse problem of controlling active matter. Here, we use optimal control theory to pose the problem of transporting a slende...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436341/ https://www.ncbi.nlm.nih.gov/pubmed/36001692 http://dx.doi.org/10.1073/pnas.2121985119 |
_version_ | 1784781340526247936 |
---|---|
author | Shankar, Suraj Raju, Vidya Mahadevan, L. |
author_facet | Shankar, Suraj Raju, Vidya Mahadevan, L. |
author_sort | Shankar, Suraj |
collection | PubMed |
description | Understanding the complex patterns in space–time exhibited by active systems has been the subject of much interest in recent times. Complementing this forward problem is the inverse problem of controlling active matter. Here, we use optimal control theory to pose the problem of transporting a slender drop of an active fluid and determine the dynamical profile of the active stresses to move it with minimal viscous dissipation. By parametrizing the position and size of the drop using a low-order description based on lubrication theory, we uncover a natural “gather–move–spread” strategy that leads to an optimal bound on the maximum achievable displacement of the drop relative to its size. In the continuum setting, the competition between passive surface tension and active controls generates richer behavior with futile oscillations and complex drop morphologies that trade internal dissipation against the transport cost to select optimal strategies. Our work combines active hydrodynamics and optimal control in a tractable and interpretable framework and begins to pave the way for the spatiotemporal manipulation of active matter. |
format | Online Article Text |
id | pubmed-9436341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-94363412023-02-24 Optimal transport and control of active drops Shankar, Suraj Raju, Vidya Mahadevan, L. Proc Natl Acad Sci U S A Physical Sciences Understanding the complex patterns in space–time exhibited by active systems has been the subject of much interest in recent times. Complementing this forward problem is the inverse problem of controlling active matter. Here, we use optimal control theory to pose the problem of transporting a slender drop of an active fluid and determine the dynamical profile of the active stresses to move it with minimal viscous dissipation. By parametrizing the position and size of the drop using a low-order description based on lubrication theory, we uncover a natural “gather–move–spread” strategy that leads to an optimal bound on the maximum achievable displacement of the drop relative to its size. In the continuum setting, the competition between passive surface tension and active controls generates richer behavior with futile oscillations and complex drop morphologies that trade internal dissipation against the transport cost to select optimal strategies. Our work combines active hydrodynamics and optimal control in a tractable and interpretable framework and begins to pave the way for the spatiotemporal manipulation of active matter. National Academy of Sciences 2022-08-24 2022-08-30 /pmc/articles/PMC9436341/ /pubmed/36001692 http://dx.doi.org/10.1073/pnas.2121985119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Physical Sciences Shankar, Suraj Raju, Vidya Mahadevan, L. Optimal transport and control of active drops |
title | Optimal transport and control of active drops |
title_full | Optimal transport and control of active drops |
title_fullStr | Optimal transport and control of active drops |
title_full_unstemmed | Optimal transport and control of active drops |
title_short | Optimal transport and control of active drops |
title_sort | optimal transport and control of active drops |
topic | Physical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436341/ https://www.ncbi.nlm.nih.gov/pubmed/36001692 http://dx.doi.org/10.1073/pnas.2121985119 |
work_keys_str_mv | AT shankarsuraj optimaltransportandcontrolofactivedrops AT rajuvidya optimaltransportandcontrolofactivedrops AT mahadevanl optimaltransportandcontrolofactivedrops |