Evidence map›Paper›PMID 42823423›Full record

ArticleNature communications2026

Lyapunov exponents explain disorder-induced polarization and soliton jumping in a mechanical Markov system.

Will Stephenson, Nan Cheng, Kai Sun, Xiaoming Mao

Abstract read
In one paragraph

Article in Nature communications, 2026. 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.

Will StephensonDepartment of Physics, University of Michigan, Ann Arbor, MI, USA. willste@umich.edu.ORCID http://orcid.org/0009-0005-4585-2500
Nan ChengDepartment of Physics, University of Michigan, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0001-5775-7213
Kai SunDepartment of Physics, University of Michigan, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0001-9595-7646
Xiaoming MaoDepartment of Physics, University of Michigan, Ann Arbor, MI, USA. maox@umich.edu.ORCID http://orcid.org/0000-0001-7920-3991

Funding

United States Department of Defense | United States Navy | Office of Naval Research (ONR) MURI N00014-20-1-247
6 · The paper itself

Abstract

Using a mapping between spatial disorder and temporal stochasticity, we develop a new framework using Lyapunov exponents to explain exotic wave localization and mobility phenomena in disordered one-dimensional (1D) mechanical systems that can be constructed via a spatial analog of a Markov process, which we call "mechanical Markov systems." We show that disorder induces robust polarization of zero modes (ZMs) in these mechanical Markov systems, and this phenomenon is explained using Lyapunov exponents. Remarkably, these ZMs become mobile solitons in the nonlinear regime despite the disorder-controlled localization of all other modes, and display a set of new nonlinear dynamics features including reflectionless chirality-dependent jumping, which can also be explained using Lyapunov exponents. Our results establish the Markov formalism as a powerful tool to explain and design localization and dynamics in disordered mechanical systems, opening opportunities for programmable metamaterials with novel linear and nonlinear responses.

Identifiers

PMID42823423
PMCPMC13631335

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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.