Evidence map›Paper›PMID 40391848›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Protected Chaos in a Topological Lattice.

Haydar Sahin, Hakan Akgün, Zhuo Bin Siu, S M Rafi-Ul-Islam, Jian Feng Kong, Mansoor B A Jalil, Ching Hua Lee

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. 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. Article
  2. Protected Chaos in a Topological Lattice.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    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

7 authors.

Haydar SahinDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Republic of Singapore.ORCID https://orcid.org/0000-0002-6361-8161
Hakan AkgünDepartment of Physics, Bilkent University, Ankara, 06800, Türkiye.ORCID https://orcid.org/0009-0009-3474-1599
Zhuo Bin SiuDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Republic of Singapore.ORCID https://orcid.org/0000-0002-7056-937X
S M Rafi-Ul-IslamDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Republic of Singapore.ORCID https://orcid.org/0000-0002-2275-8889
Jian Feng KongInstitute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, 138632, Republic of Singapore.ORCID https://orcid.org/0000-0001-5980-4140
Mansoor B A JalilDepartment of Electrical and Computer Engineering, National University of Singapore, Singapore, 117583, Republic of Singapore.ORCID https://orcid.org/0000-0002-9513-8680
Ching Hua LeeDepartment of Physics, National University of Singapore, Singapore, 117542, Republic of Singapore.ORCID https://orcid.org/0000-0003-0690-3238

Funding

Ministry of Education (MOE) Tier-I FRC A-8000195-01-00Ministry of Education (MOE) Tier-I FRC A-8002656-00-00Ministry of Education (MOE) Tier-II MOE-T2EP50121-0014Ministry of Education (MOE) Tier-II MOE-T2EP50222-0003
6 · The paper itself

Abstract

The erratic nature of chaotic behavior is thought to erode the stability of periodic behavior, including topological oscillations. However, it is discovered that in the presence of chaos, non-trivial topology not only endures but also provides robust protection to chaotic dynamics within a topological lattice hosting non-linear oscillators. Despite the difficulty in defining topological invariants in non-linear settings, non-trivial topological robustness still persists in the parametric state of chaotic boundary oscillations. This interplay between chaos and topology is demonstrated by incorporating chaotic Chua's circuits into a topological Su-Schrieffer-Heeger (SSH) circuit. By extrapolating from the linear limit to deep into the non-linear regime, it is found that distinctive correlations in the bulk and edge scroll dynamics effectively capture the topological origin of the protected chaos. The findings suggest that topologically protected chaos can be robustly achieved across a broad spectrum of periodically driven systems, thereby offering new avenues for the design of resilient and adaptable non-linear networks.

Indexed as

machine learningnon‐linear topologyprotected chaostopological protection

Identifiers

PMID40391848
PMCPMC12302580

What OpenQuestion holds

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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.