Evidence map›Paper›PMID 36653456›Full record

ArticleNature2023

Coherent correlation imaging for resolving fluctuating states of matter.

Christopher Klose, Felix Büttner, Wen Hu, Claudio Mazzoli, Kai Litzius, Riccardo Battistelli, Sergey Zayko, Ivan Lemesh, Jason M Bartell, Mantao Huang and 7 more

Erratum issuedOpen access · hybridAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
3.3field-weighted citation impact, top 8% of its field
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

4 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Hidden domain boundary dynamics toward crystalline perfection.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  3. Review
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors at 6 institutions in 2 countries.

Christopher KloseMax Born Institute, Berlin, Germany.ORCID http://orcid.org/0000-0003-3072-3499
Felix BüttnerDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. felix.buettner@helmholtz-berlin.de.ORCID http://orcid.org/0000-0002-6204-9948
Wen HuNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA. wenhu@bnl.gov.ORCID http://orcid.org/0000-0003-4936-1483
Claudio Mazzoli *National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA.ORCID http://orcid.org/0000-0001-9774-1507
Kai LitziusDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-6408-2581
Riccardo BattistelliHelmholtz-Zentrum für Materialien und Energie, Berlin, Germany.ORCID http://orcid.org/0000-0003-0516-0209
Sergey ZaykoIV Physical Institute, University of Göttingen, Göttingen, Germany.
Ivan LemeshDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-1130-8003
Jason M BartellDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
Mantao HuangDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
Christian M GüntherZentraleinrichtung Elektronenmikroskopie (ZELMI), Technische Universität Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0002-3750-7556
Michael SchneiderMax Born Institute, Berlin, Germany.ORCID http://orcid.org/0000-0001-9262-4838
Andi BarbourNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA.
Stuart B WilkinsNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, USA.ORCID http://orcid.org/0000-0003-1191-3350
Geoffrey S D BeachDepartment of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-9158-7430
Stefan EisebittMax Born Institute, Berlin, Germany.ORCID http://orcid.org/0000-0001-7608-5061
Bastian Pfau *Max Born Institute, Berlin, Germany.ORCID http://orcid.org/0000-0001-9057-0346
Brookhaven National Laboratory · USMassachusetts Institute of Technology · USMax-Born-Institute for Nonlinear Optics and Short Pulse Spectroscopy · DEHelmholtz-Zentrum Berlin für Materialien und Energie · DETechnische Universität Berlin · DEUniversity of Göttingen · DE

Funding

US Department of Energy DE-SC0012704
6 · The paper itself

Abstract

Fluctuations and stochastic transitions are ubiquitous in nanometre-scale systems, especially in the presence of disorder. However, their direct observation has so far been impeded by a seemingly fundamental, signal-limited compromise between spatial and temporal resolution. Here we develop coherent correlation imaging (CCI) to overcome this dilemma. Our method begins by classifying recorded camera frames in Fourier space. Contrast and spatial resolution emerge by averaging selectively over same-state frames. Temporal resolution down to the acquisition time of a single frame arises independently from an exceptionally low misclassification rate, which we achieve by combining a correlation-based similarity metric

Identifiers

PMID36653456
PMCPMC9908557
OpenAlexW4317242296

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.