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Recurrent neural networks for dynamical systems: Applications to ordinary differential equations, collective motion, and hydrological modeling

Chaos An Interdisciplinary Journal of Nonlinear Science(2023)10.1063/5.0088748Source: DataRank Database

Recurrent neural networks for dynamical systems: Applications to ordinary differential equations, collective motion, and hydrological modeling is a research paper published in Chaos An Interdisciplinary Journal of Nonlinear Science (2023). On theSindex it has a DataRank of 0. It has been cited 25 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access25 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 3.66)OA: greenTopics (15)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (4)

Dilhani I. Jayathilake ORCID,Yonggi Park ORCID,Erik M. Bollt ORCID,Kelum Gajamannage ORCID

Live enrichment

PubMed:36725658 PMC:PMC9822653 OpenAlex:https://openalex.org/W4313555012

Google

Grant: 397744870419

Army Research Office

Grant: N68164-EG

National Institutes of Health

Grant: NIH-CRCNS

Defense Advanced Research Projects Agency

FWCI

3.66

Citation Percentile

0.9%

Citation Trend

2023

2024

2025

2026

greenLicense: https://publishing.aip.org/authors/rights-and-permissions

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC9822653/pdf/CHAOEH-000033-013109_1.pdf

publisherhttps://aip.scitation.org/doi/am-pdf/10.1063/5.0088748

publisherhttps://pubs.aip.org/aip/cha/article-pdf/doi/10.1063/5.0088748/16758051/013109_1_online.pdf

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/9822653

Fields of Study

Model Reduction and Neural NetworksPlant Water Relations and Carbon DynamicsMeteorological Phenomena and Simulations

Keywords

Dynamical systems theoryRecurrent neural networkComputer scienceOrdinary differential equationAutoregressive modelArtificial neural networkDynamical system (definition)Linear dynamical systemArtificial intelligenceDifferential equationMathematicsPhysics