Evidence map›Paper›PMID 41758954›Full record

ArticleScience advances2026

Noise-resilient exceptional point sensing with immunity to undesired perturbations.

Serena Landers, William Tuxbury, Ilya Vitebskiy, Tsampikos Kottos

Abstract read
In one paragraph

Article in Science advances, 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.

Serena LandersWave Transport in Complex Systems Lab, Department of Physics, Wesleyan University, Middletown, CT 06459, USA.ORCID 0009-0004-1995-2164
William TuxburyWave Transport in Complex Systems Lab, Department of Physics, Wesleyan University, Middletown, CT 06459, USA.ORCID 0000-0002-5918-3548
Ilya VitebskiySensors Directorate, Air Force Research Laboratory, Wright Patterson AFB, Dayton, OH 45433, USA.ORCID 0000-0001-8375-2088
Tsampikos KottosWave Transport in Complex Systems Lab, Department of Physics, Wesleyan University, Middletown, CT 06459, USA.ORCID 0000-0001-6769-5984

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Exceptional point degeneracies (EPDs) are non-Hermitian singularities where

Identifiers

PMID41758954
PMCPMC12947881

What OpenQuestion holds

Textmetadata
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.