Evidence map›Paper›PMID 41617987›Full record

ArticleNature materials2026

A free energy landscape analysis of resistance fluctuations in a memristive device.

Sebastian Walfort, Xuan Thang Vu, Jakob Ballmaier, Nils Holle, Niklas Vollmar, Martin Salinga

Abstract read
In one paragraph

Article in Nature materials, 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

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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. Unravel the complexity.Nature materials · 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

6 authors.

Sebastian WalfortUniversity of Münster, Institute of Materials Physics, Münster, Germany. sebastian.walfort@uni-muenster.de.ORCID http://orcid.org/0000-0003-1748-3603
Xuan Thang VuRWTH Aachen University, Institute of Materials in Electrical Engineering 1, Aachen, Germany.ORCID http://orcid.org/0000-0001-6797-2443
Jakob BallmaierUniversity of Münster, Institute of Materials Physics, Münster, Germany.
Nils HolleUniversity of Münster, Institute of Materials Physics, Münster, Germany.ORCID http://orcid.org/0000-0001-9830-6881
Niklas VollmarUniversity of Münster, Institute of Materials Physics, Münster, Germany.ORCID http://orcid.org/0009-0002-5548-077X
Martin SalingaUniversity of Münster, Institute of Materials Physics, Münster, Germany. martin.salinga@uni-muenster.de.ORCID http://orcid.org/0000-0002-2228-6244

Funding

Deutsche Forschungsgemeinschaft (German Research Foundation) SFB1459Deutsche Forschungsgemeinschaft (German Research Foundation) SFB917EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 640003
6 · The paper itself

Abstract

Resistance noise in memristive devices is often attributed to simple thermally activated processes, such as fluctuations across single energy barriers. However, this picture may underestimate the complexity of the underlying atomic dynamics, which can be described as transitions between many local minima in a high-dimensional free energy landscape shaped by energetic and entropic contributions, yet such landscapes are difficult to access experimentally. Using a hidden Markov model, we analyse resistance fluctuations in a nanoscopic volume of the phase-change material germanium telluride. We quantify the transition rates between discrete resistance states over a wide temperature range. The rates follow an Arrhenius-like behaviour, but the extracted attempt frequencies span several orders of magnitude and include values far below typical phonon frequencies. This spread reflects substantial entropic contributions to the free energy barriers, which we quantify by tracking individual transitions across temperatures. This approach should be broadly applicable to memristive materials, where significant resistance changes are linked to atomic-scale transitions.

Identifiers

PMID41617987
PMCPMC13046472

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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.