Rapid prediction of complex nonlinear dynamics in Kerr resonators using the recurrent neural network

Tianye Huang, Lin Chen, Mingkong Lu, Jianxing Pan, Chaoyu Xu, Pei Wang, Perry Ping Shum

Open source

DOI: 10.1007/s12200-025-00164-4
Published: 2025-09-25
Container: Frontiers of Optoelectronics
Publisher: Higher Education Press
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1007/s12200-025-00164-4,
  title = {Rapid prediction of complex nonlinear dynamics in Kerr resonators using the recurrent neural network},
  author = {Tianye Huang and Lin Chen and Mingkong Lu and Jianxing Pan and Chaoyu Xu and Pei Wang and Perry Ping Shum},
  year = {2025},
  journal = {Frontiers of Optoelectronics},
  doi = {10.1007/s12200-025-00164-4},
  url = {https://doi.org/10.1007/s12200-025-00164-4}
}

RIS

TY  - JOUR
TI  - Rapid prediction of complex nonlinear dynamics in Kerr resonators using the recurrent neural network
AU  - Tianye Huang
AU  - Lin Chen
AU  - Mingkong Lu
AU  - Jianxing Pan
AU  - Chaoyu Xu
AU  - Pei Wang
AU  - Perry Ping Shum
PY  - 2025
JO  - Frontiers of Optoelectronics
DO  - 10.1007/s12200-025-00164-4
UR  - https://doi.org/10.1007/s12200-025-00164-4
ER  -

APA

Huang, T., Chen, L., Lu, M., Pan, J., Xu, C., Wang, P., & Shum, P. P. (2025). Rapid prediction of complex nonlinear dynamics in Kerr resonators using the recurrent neural network. Frontiers of Optoelectronics. https://doi.org/10.1007/s12200-025-00164-4

Source records

crossref · retrieved 2026-11-06T22:48:44.761Z