ArticleCommunications engineering2025
Adaptive continuous-shape-changing solar-powered microfliers enabled by a drone-mounted releasing module.
Article in Communications engineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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.
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.
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Who cites it
2 citing papers in PubMed.
- Light driven polymer thin films as flying robotic chips in the sky.Lab on a chip · 2026Review
- Distributed multitudes of bio-inspired, biodegradable Lagrangian sensors for environmental sustainability.Nature communications · 2026Article
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The exceptional adaptability of biological organisms to new environments is difficult to replicate in artificial robots. Although dandelion-inspired microfliers have successfully mimicked passive wind dispersal of dandelion seeds with long travel distances and certain controllable landing capacities, existing designs have yet to replicate the adaptive abscission and continuous-shape-changing mechanisms observed in species. Here we propose a programmable adaptive continuous-shape-changing solar-powered microflier enabled by a drone-mounted releasing module and actuated by the shape memory alloy actuators with a minimal total weight of 198 mg. The designed microfliers synergistically mimic the adaptive abscission and continuous-shape-changing mechanisms of dandelion seeds, enabling swarm adjustments of aerodynamics and flight performances in response to multi-environmental factors. Moreover, our microfliers demonstrate controlled interval deployments, programmable flight performances, and robust self-sustaining operations, facilitating their level of intelligence and practical applications.
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Registered trials
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.