Evidence map›Paper›PMID 41628423›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

MELEGROS: Monolithic Elephant-Inspired Gripper with Optical Sensors.

Petr Trunin, Diana Cafiso, Anderson Brazil Nardin, Trevor Exley, Lucia Beccai

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. The Elephant Trunk Skin Inspires a Highly Sensitive and Deformable, Yet Robust, Armor Skin.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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.

Petr TruninSoft BioRobotics Perception, Istituto Italiano di Tecnologia (IIT), Genova, Italy.
Diana CafisoSoft BioRobotics Perception, Istituto Italiano di Tecnologia (IIT), Genova, Italy.
Anderson Brazil NardinSoft BioRobotics Perception, Istituto Italiano di Tecnologia (IIT), Genova, Italy.
Trevor ExleySoft BioRobotics Perception, Istituto Italiano di Tecnologia (IIT), Genova, Italy.ORCID https://orcid.org/0000-0003-3175-0587
Lucia BeccaiSoft BioRobotics Perception, Istituto Italiano di Tecnologia (IIT), Genova, Italy.ORCID https://orcid.org/0000-0002-8754-5155

Funding

European Union Horizon 2020 research and innovation programme (Future and Emerging Technologies) 863212Italian Ministry of Foreign Affairs and International Cooperation, project DESTRO PGR02061
6 · The paper itself

Abstract

The elephant trunk exemplifies a natural gripper where structure, actuation, and sensing are seamlessly integrated. Inspired by the distal morphology of the African elephant trunk, we present MELEGROS, a Monolithic ELEphant-inspired GRipper with Optical Sensors, emphasizing sensing as an intrinsic, co-fabricated capability. Unlike multi-material or tendon-based approaches, MELEGROS directly integrates six optical waveguide sensors and five pneumatic chambers into a pneumatically actuated lattice structure (12.5 mm cell size) using a single soft resin and one continuous 3D print. This eliminates mechanical mismatches between sensors, actuators, and body, reducing model uncertainty and enabling simulation-guided sensor design and placement. Only four iterations were required to achieve the final prototype, which features a continuous structure capable of elongation, compression, and bending while decoupling tactile and proprioceptive signals. MELEGROS (132 g) lifts more than twice its weight, performs bioinspired actions such as pinching, scooping, and reaching, and delicately grasps fragile items like grapes. The integrated optical sensors provide distinct responses to touch, bending, and chamber deformation, enabling multifunctional perception. MELEGROS demonstrates a new paradigm for soft robotics where fully embedded sensing and continuous structures inherently support versatile, bioinspired manipulation.

Indexed as

bioinspirationmonolithicpneumatic actuationsimulation of architected structuressoft optical sensorssupportless 3D printingtriply periodic minimal surface

Identifiers

PMID41628423
PMCPMC13088296

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.