Automated decision-making by chemical echolocation in active droplets

A Aritra K. Mukhopadhyay (Department of Physics, Institute for Condensed Matter Physics) R Ran Niu (School of Chemistry and Chemical Engineering) L Linhui Fu (School of Chemistry and Chemical Engineering) K Kai Feng (Department of Chemical Engineering) C Christopher Fujta (Department of Physics, Institute for Condensed Matter Physics) Q Qiang Zhao J Jinping Qu (School of Chemistry and Chemical Engineering) B Benno Liebchen (Department of Physics, Technische Universität Darmstadt, Institute of Condensed Matter Physics)

Abstract

Motile microorganisms, like bacteria and algae, unify abilities like self-propulsion, autonomous navigation, and decision-making on the micron scale. While recent breakthroughs have led to the creation of synthetic microswimmers and nanoagents that can also self-propel, they still lack the functionality and sophistication of their biological counterparts. This study pioneers a mechanism enabling synthetic agents to autonomously navigate and make decisions, allowing them to solve mazes and transport cargo through complex environments without requiring external cues or guidance. The mechanism exploits chemo-hydrodynamic signals, produced by agents like active droplets or colloids, to remotely sense and respond to their environment—similar to echolocation. Our research paves the way for endowing autonomous, motile synthetic agents with functionalities that have been so far exclusive to biological organisms.

Article Details

Volume / Issue Vol. 123, Issue 5
Published February 03, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (8)

A

Aritra K. Mukhopadhyay

Department of Physics, Institute for Condensed Matter Physics

R

Ran Niu

School of Chemistry and Chemical Engineering

L

Linhui Fu

School of Chemistry and Chemical Engineering

K

Kai Feng

Department of Chemical Engineering

C

Christopher Fujta

Department of Physics, Institute for Condensed Matter Physics

Q

Qiang Zhao

J

Jinping Qu

School of Chemistry and Chemical Engineering

B

Benno Liebchen

Department of Physics, Technische Universität Darmstadt, Institute of Condensed Matter Physics