Evidence map›Paper›PMID 40663604›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Electrokinetic propulsion for electronically integrated microscopic robots.

Lucas C Hanson, William H Reinhardt, Scott Shrager, Tarunyaa Sivakumar, Marc Z Miskin

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Embodied Cross-Domain Intelligence in Biomedical Microrobots: A Review.Cyborg and bionic systems (Washington, D.C.) · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Lucas C Hanson *Department of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104.
William H Reinhardt *Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0009-0004-3682-0809
Scott ShragerDepartment of Physics and Astronomy, University of Pennsylvania, Philadelphia, PA 19104.
Tarunyaa SivakumarDepartment of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104.
Marc Z MiskinDepartment of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-0905-8706

Funding

DOD | AF | AMC | AFRL | Air Force Office of Scientific Research (AFOSR) FA9550-21-1-0313DOD | USA | AFC | CCDC | Army Research Office (ARO) W911NF-17-S-0002
6 · The paper itself

Abstract

Semiconductor microelectronics are emerging as a powerful tool for building smart, autonomous sub-millimeter robots. Yet a number of existing microrobot platforms, despite significant advantages in speed, robustness, power consumption, or ease of fabrication, have no clear path toward electronics integration, limiting their potential for intelligence. Here, we show how to upgrade a class of self-propelled particles into electronically integrated microrobots, reaping the best of both platforms in a single design. Inspired by electrokinetic micromotors, these robots generate electric fields in a surrounding fluid, and by extension propulsive electrokinetic flows. The underlying physics is captured by a model in which robot speed is proportional to applied current, making design and control straightforward. As proof, we build basic robots at the 100-micron scale that use rudimentary, on-board photovoltaic circuits and a closed-loop optical control scheme to navigate waypoints and move in coordinated swarms at speeds of up to one body length per second. Broadly, the unification of micromotor propulsion with on-robot electronics invites future work to realize robust, fast, easy to manufacture, electronically programmable microrobots that remain operationally viable for months to years.

Indexed as

electrokinetic propulsionmicromotorsmicrorobots

Identifiers

PMID40663604
PMCPMC12305017

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.