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

Monte Carlo samplers for efficient network inference

PLoS Computational Biology(2023)10.1371/journal.pcbi.1011256Source: DataRank Database

Monte Carlo samplers for efficient network inference is a research paper published in PLoS Computational Biology (2023). On theSindex it has a DataRank of 0. It has been cited 8 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access8 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 (4 grants)Impact (FWCI 1.08)OA: goldTopics (27)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)

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 (4)

Max Schweiger ORCID,Camille Moyer,Steve Pressé ORCID,Zeliha Kilic ORCID

Live enrichment

PubMed:37463156 PMC:PMC10353823 OpenAlex:https://openalex.org/W4384663730

National Institute of General Medical Sciences

Grant: R01GM130745

National Institute of General Medical Sciences

Grant: R01GM134426

National Institute of General Medical Sciences

Grant: MIRA R35GM148237

NIGMS NIH HHS

Grant: R35 GM148237

FWCI

1.08

Citation Percentile

0.8%

Citation Trend

2023

2024

2025

goldLicense: cc-by

journalhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011256&type=printable

GOLDhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011256&type=printable

publisherhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011256&type=printable

publisherhttps://dx.plos.org/10.1371/journal.pcbi.1011256

journalhttps://doi.org/10.1371/journal.pcbi.1011256

Fields of Study

Gene Regulatory Network AnalysisGaussian Processes and Bayesian InferenceSingle-cell and spatial transcriptomicsMedicineComputer ScienceBiology

MeSH Terms

AlgorithmsBayes TheoremMarkov ChainsMonte Carlo MethodRNAIn Situ Hybridization, Fluorescence

Keywords

Markov chain Monte CarloSnapshot (computer storage)Computer scienceInferenceBayesian inferenceMonte Carlo methodProbabilistic logicBayesian networkBayesian probabilityArtificial intelligenceAlgorithmMachine learningData miningTheoretical computer scienceMathematics

Sustainable Development Goals

SDG 0: Life below water