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Systems biology informed deep learning for inferring parameters and hidden dynamics

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007575Source: DataRank Database

Systems biology informed deep learning for inferring parameters and hidden dynamics is a research paper published in PLoS Computational Biology (2020). On theSindex it has a DataRank of 0. It has been cited 317 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access317 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 16.80)OA: goldTopics (35)IDs (PubMed, PMC, OpenAlex)SDGs (1)

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)

Lu Lu ORCID,Maziar Raissi ORCID,George Em Karniadakis ORCID,Alireza Yazdani ORCID

Live enrichment

PubMed:33206658 PMC:PMC7710119 OpenAlex:https://openalex.org/W3099892132

National Institutes of Health

Grant: U01HL142518

National Institutes of Health

Grant: 5U01HL142518-03

Multimodality imaging-driven multifidelity modeling of aortic dissection

FWCI

16.80

Citation Percentile

1.0%

Citation Trend

2020

2021

2022

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007575&type=printable

publisherhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007575&type=printable

publisherhttps://dx.plos.org/10.1371/journal.pcbi.1007575

journalhttps://doi.org/10.1371/journal.pcbi.1007575

repositoryhttps://pubmed.ncbi.nlm.nih.gov/33206658

Fields of Study

Model Reduction and Neural NetworksGene Regulatory Network AnalysisGaussian Processes and Bayesian Inference0301 basic medicine0303 health sciences03 medical and health sciencesAlgorithmsDeep LearningModels, BiologicalSystems Biology

MeSH Terms

Deep LearningAlgorithmsModels, BiologicalSystems Biology

Keywords

Benchmark (surveying)Ordinary differential equationInferenceComputer scienceForcing (mathematics)Set (abstract data type)Artificial intelligenceMachine learningArtificial neural networkSystems biologyDeep learningDifferential equationAlgorithmMathematicsBioinformaticsBiologyQH301-705.5Biology (General)Models, BiologicalAlgorithmsResearch Article

Sustainable Development Goals

SDG 3: 3. Good health