Evidence map›Paper›PMID 41266373›Full record

ArticleNature communications2025

Tumbleweed-inspired robots with hybrid mobility for terrestrial exploration.

Sanjay Manoharan, Biruktait Lemecho, Mustafa M Fadlelmula, Vivek Subramanian

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Sanjay ManoharanLaboratory for Advanced Fabrication Technologies, Institute of Electrical and Micro Engineering, École Polytechnique Fédérale de Lausanne (EPFL), Neuchâtel, 2000, Switzerland. sanjay.manoharan@epfl.ch.ORCID http://orcid.org/0009-0000-7578-3036
Biruktait LemechoLaboratory for Advanced Fabrication Technologies, Institute of Electrical and Micro Engineering, École Polytechnique Fédérale de Lausanne (EPFL), Neuchâtel, 2000, Switzerland.ORCID http://orcid.org/0000-0002-8849-8610
Mustafa M FadlelmulaLaboratory for Advanced Fabrication Technologies, Institute of Electrical and Micro Engineering, École Polytechnique Fédérale de Lausanne (EPFL), Neuchâtel, 2000, Switzerland.ORCID http://orcid.org/0009-0005-9840-0065
Vivek SubramanianLaboratory for Advanced Fabrication Technologies, Institute of Electrical and Micro Engineering, École Polytechnique Fédérale de Lausanne (EPFL), Neuchâtel, 2000, Switzerland. vivek.subramanian@epfl.ch.ORCID http://orcid.org/0000-0002-1783-8219

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation) 00021_185086
6 · The paper itself

Abstract

We present a tumbleweed-inspired rover that integrates passive wind-driven mobility with selective active control, creating a hybrid system capable of carrying heavy payloads while consuming less energy. By analyzing airflow over natural tumbleweeds and solid spheres, we found that the porosity gradient and resulting wake dynamics in tumbleweeds substantially enhance aerodynamic drag and mobility relative to solid forms. Following these findings, we fabricated a bio-inspired spherical shell with a tumbleweed-mimicking porosity profile to enable passive, wind-driven locomotion. When passive motion stalls due to insufficient wind or obstacles, mobility was maintained through an embedded quadcopter, enabling active maneuvers like tumbling, spinning, gliding, and flying. This hybrid approach allows the system to remain primarily passive while activating propulsion only when necessary, reducing energy expenditure. Furthermore, we deployed a mesh network of multiple such rovers to generate spatially distributed environmental maps, with each unit functioning as both transmitter and receiver to ensure reliable data relay even as nodes drift apart. Extensive laboratory and field testing validated the applicability and effectiveness of this hybrid approach, establishing a foundation for unmanned, energy-efficient terrestrial exploration.

Identifiers

PMID41266373
PMCPMC12749897

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.