Citation notice #9169 · 2026-08-07 18:18:06.459872+00:00

Dynamical Data for More Efficient and Generalizable Learning: A Case Study in Disordered Elastic Networks

Correction Crossref Open

cites Colen , author M, which carries a correction notice dated 2025-03-17. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

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01Evidence

Raw extraction · bibliography line · bibliography index 35

author author J. Colen , author M. Han , author R. Zhang , author S. A. \ Redford , author L. M. \ Lemma , author L. Morgan , author P. V. \ Ruijgrok , author R. Adkins , author Z. Bryant , author Z. Dogic , author M. L. \ Gardel , author J. J. \ de Pablo , \ and\ author V. Vitelli ,\ title title Machine learning active-nematic hydrodynamics , \ 10.1073/pnas.2016708118 journal journal Proceedings of the National Academy of Sciences of the United States of America \ volume 118 ( year 2021 ),\ 10.1073/pnas.2016708118 NoStop

Parser render (TeX stripped for reading; raw above is the evidence)

author author J. Colen, author M. Han, author R. Zhang, author S. A. Redford, author L. M. Lemma, author L. Morgan, author P. V. Ruijgrok, author R. Adkins, author Z. Bryant, author Z. Dogic, author M. L. Gardel, author J. J. de Pablo, and author V. Vitelli, title title Machine learning active-nematic hydrodynamics, 10.1073/pnas.2016708118 journal journal Proceedings of the National Academy of Sciences of the United States of America volume 118 ( year 2021 ), 10.1073/pnas.2016708118

02Event

Type: Correction
Source: Crossref
Original DOI: 10.1073/pnas.2016708118
Notice DOI: 10.1073/pnas.2502090122
Date: 2025-03-17
Title: Correction for Colen et al., Machine learning active-nematic hydrodynamics
Reasons: ['Correction']
Work: Colen , author M (?)

Schema constants (for re-runners): correction · crossref

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