ArticleNature communications2023
High-performance Marangoni hydrogel rotors with asymmetric porosity and drag reduction profile.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 12 papers.
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.
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.
Who cites it
12 citing papers in PubMed.
- Marangoni-overriding flow in laser-irradiated particle-capped droplets.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Synergistic Immunomodulation and Angiogenesis-Driven Microenvironment Remodeling via Bioactive Hydrogel/Nanofiber Composites for Enhanced Infectious Wound Healing.Advanced healthcare materials · 2026Article
- A universal scaling law for active diffusion in complex media.Nature communications · 2026Article
- Gel-Based Marangoni Actuators: Mechanisms, Material Designs, Driving Modes, and Cross-Scale Applications.Gels (Basel, Switzerland) · 2025Review
- Self-positioning microdevices enable adaptable spatial displaying.Science advances · 2025Article
- High-Performance MXene Hydrogel for Self-Propelled Marangoni Swimmers and Water-Enabled Electricity Generator.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- A Miniaturized, Fuel-Free, Self-Propelled, Bio-Inspired Soft Actuator for Copper Ion Removal.Micromachines · 2024Article
- Surface-energy ratchet motor with geometrical symmetry driven by biased random walk.Scientific reports · 2024Article
- Droplet-based mechanical transducers modulated by the symmetry of wettability patterns.Nature communications · 2024Article
- Wireless Magnetoelectrochemical Induction of Rotational Motion.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Self-Sustained Rotation of Lorentz Force-Driven Janus Systems.The journal of physical chemistry. C, Nanomaterials and interfaces · 2023Article
- Pen-drawn Marangoni swimmer.Nature communications · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
21 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Miniaturized rotors based on Marangoni effect have attracted great attentions due to their promising applications in propulsion and power generation. Despite intensive studies, the development of Marangoni rotors with high rotation output and fuel economy remains challenging. To address this challenge, we introduce an asymmetric porosity strategy to fabricate Marangoni rotor composed of thermoresponsive hydrogel and low surface tension anesthetic metabolite. Combining enhanced Marangoni propulsion of asymmetric porosity with drag reduction of well-designed profile, our rotor precedes previous studies in rotation output (~15 times) and fuel economy (~34% higher). Utilizing thermoresponsive hydrogel, the rotor realizes rapid refueling within 33 s. Moreover, iron-powder dopant further imparts the rotors with individual-specific locomotion in group under magnetic stimuli. Significantly, diverse functionalities including kinetic energy transmission, mini-generator and environmental remediation are demonstrated, which open new perspectives for designing miniaturized rotating machineries and inspire researchers in robotics, energy, and environment.
Indexed as
Identifiers
What OpenQuestion holds
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.