Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Learning Approximate Symbolic Solutions to Burgers’ Equation using Symbolic Regression

IFAC-PapersOnLine(2025)10.1016/j.ifacol.2025.07.162Source: DataRank Database

Learning Approximate Symbolic Solutions to Burgers’ Equation using Symbolic Regression is a research paper published in IFAC-PapersOnLine (2025). On theSindex it has a DataRank of 0.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access0 citations

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 0.00)OA: goldTopics (24)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)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (3)

Burcu Beykal ORCID,George M. Bollas ORCID,Benjamin G. Cohen

Live enrichment

PubMed:40951715 PMC:PMC12425487 OpenAlex:https://openalex.org/W4413168061

National Institutes of Health

Grant: P42-ES027704

NIEHS NIH HHS

Grant: P42 ES027704

National Institutes of Health

Grant: 5P42ES027704-02

Comprehensive tools and models for addressing exposure to mixtures during environmental emergency-related contamination events

FWCI

0.00

Citation Percentile

0.1%

goldLicense: cc-by

journalhttps://doi.org/10.1016/j.ifacol.2025.07.162

publisherhttps://doi.org/10.1016/j.ifacol.2025.07.162

publisherhttps://api.elsevier.com/content/article/PII:S2405896325005221?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2405896325005221?httpAccept=text/plain

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40951715

Fields of Study

Model Reduction and Neural NetworksNeural Networks and ApplicationsControl Systems and Identification0101 mathematics01 natural sciences

Keywords

The SymbolicSymbolic regressionRegressionBurgers' equationMathematicsApplied mathematicsSymbolic data analysisRegression analysisComputer scienceStatisticsMathematical analysisArtificial intelligencePsychologyPartial differential equationEvolutionary Algorithms In Control And IdentificationIterative Modeling And Control DesignMan-In-The-Loop SystemsProcess Modeling And IdentificationArticle