Evidence map›Paper›PMID 41892116›Full record

ReviewBiomimetics (Basel, Switzerland)2026

Granular Jamming in Soft Robotics: Simulation Frameworks and Emerging Possibilities-Review.

Stella Hrehova, Alexander Hošovský, Jozef Husár, Tibor Krenický

Abstract readReview
In one paragraph

Review in Biomimetics (Basel, Switzerland), 2026. 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. 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

4 authors.

Stella HrehovaFaculty of Manufacturing Technologies with the Seat in Presov, Department of Industrial Informatics and Applied Mathematics, Technical University of Kosice, Bayerova 1, 080 01 Prešov, Slovakia.ORCID 0000-0003-1198-5274
Alexander HošovskýFaculty of Manufacturing Technologies with the Seat in Presov, Department of Industrial Informatics and Applied Mathematics, Technical University of Kosice, Bayerova 1, 080 01 Prešov, Slovakia.ORCID 0000-0002-8390-7163
Jozef HusárFaculty of Manufacturing Technologies with the Seat in Presov, Department of Industrial Informatics and Applied Mathematics, Technical University of Kosice, Bayerova 1, 080 01 Prešov, Slovakia.ORCID 0000-0002-2576-7238
Tibor KrenickýFaculty of Manufacturing Technologies with the Seat in Presov, Department of Industrial Informatics and Applied Mathematics, Technical University of Kosice, Bayerova 1, 080 01 Prešov, Slovakia.ORCID 0000-0002-0242-2704

Funding

Recovery and Resilience Plan for Slovakia 09I03-03-V03-00075
6 · The paper itself

Abstract

Soft robotics has become a dynamic field that emphasizes adaptability and safe interaction with complex environments. These structures utilize deformable materials and continuum mechanics to adapt their shape, absorb shocks, and perform tasks in unstructured environments. However, the design and optimization of these systems is challenging, primarily due to the nonlinear and discontinuous behavior of granular materials. In this paper, we address the role of simulation frames as an important tool for understanding, designing, and extending the functionality of software robotic devices utilizing granular jamming. The analysis suggests that DEM is essential for capturing particle-level mechanisms, while FEM is more effective for system-level optimization but tends to smooth out the transition of jamming. Hybrid FEM-DEM approaches provide the highest physical accuracy, albeit at an increased computational cost. Overall, the findings emphasize that the choice of framework must be application-oriented and that multiphysics coupling represents the future development. The review gives an up-do-date review of the simulation tools and approaches for granular-jamming-based systems with a specific focus on continuum arms with a granular-jamming-based central backbone. Such methods can be used for the optimization the back-bone geometry and its filling material (shape, porosity, granule size) with possible use in the real-time control of such arms.

Indexed as

jammingsimulation framesoft robotics

Identifiers

PMID41892116
PMCPMC13023501

What OpenQuestion holds

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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.