Harnessing swarms to optimize the displacement of interacting active particles
APA
(2024). Harnessing swarms to optimize the displacement of interacting active particles. SciVideos. https://youtu.be/h_FU8kv_5i4
MLA
Harnessing swarms to optimize the displacement of interacting active particles. SciVideos, Dec. 19, 2024, https://youtu.be/h_FU8kv_5i4
BibTex
@misc{ scivideos_ICTS:30575, doi = {}, url = {https://youtu.be/h_FU8kv_5i4}, author = {}, keywords = {}, language = {en}, title = {Harnessing swarms to optimize the displacement of interacting active particles}, publisher = {}, year = {2024}, month = {dec}, note = {ICTS:30575 see, \url{https://scivideos.org/index.php/icts-tifr/30575}} }
Abstract
We explore how self-organization in swarms of interacting self-propelled particles can be used to optimize their displacement in confined geometries. Using a discrete model with Vicsek-like interactions, we examine how channel geometry influence pattern formation and transport properties. Wall-induced particle accumulation leads to clogs and band formations that obstruct movement. This analysis enables us to develop global strategies for controlling particle alignment and optimizing displacement. We apply reinforcement learning techniques to devise policies that enhance transport efficiency.