🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Hyun Woo Kim

ORCID: 0000-0003-2473-8360
Biochemistry, Genetics and Molecular BiologyComputer ScienceMedicineAgricultural and Biological Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile
5.0Author DataRank

Indexed papers

3in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Standardized multi-omics of Earth’s microbiomes reveals microbial and metabolite diversity

Nature Microbiology(2022)10.1038/s41564-022-01266-x
Top 7%
3.0DataRank
Top 7%191 citations

Louis‐Félix Nothias, Luke Thompson, Jon G. Sanders, Rodolfo A. Salido, Sneha Couvillion +89 more

Papers

Driven by 14 papers — median percentile 85. Top paper: “Standardized multi-omics of Earth’s microbiomes reveals microbial and metabolite diversity”.

Standardized multi-omics of Earth’s microbiomes reveals microbial and metabolite diversity

Nature Microbiology(2022)10.1038/s41564-022-01266-x
Top 7%
3.0DataRank
Top 7%191 citations

Louis‐Félix Nothias, Luke Thompson, Jon G. Sanders, Rodolfo A. Salido, Sneha Couvillion +89 more

Open access repository-scale propagated nearest neighbor suspect spectral library for untargeted metabolomics

Nature Communications(2023)10.1038/s41467-023-44035-y
Top 15%
1.4DataRank
Top 15%82 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

Open Access Repository-Scale Propagated Nearest Neighbor Suspect Spectral Library for Untargeted Metabolomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.15.490691
Top 33%
0.597DataRank
Top 33%28 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

SMART‐Miner: A convolutional neural network‐based metabolite identification from 1 H‐ 13 C HSQC spectra

Magnetic Resonance in Chemistry(2021)10.1002/mrc.5240
N/A
0.520DataRank · unranked
31 citations

Chen Zhang, Garrison W. Cottrell, William H. Gerwick, Hyun Woo Kim

Fatuamide A, a Hybrid PKS/NRPS Metallophore from a Leptolyngbya sp. Marine Cyanobacterium Collected in American Samoa

Journal of Natural Products(2025)10.1021/acs.jnatprod.4c01051
N/A
0.330DataRank · unranked
8 citations

C. Benjamin Naman, Arihiro Iwasaki, Alfonso Mangoni, Tiago Leão, Raphael Reher +11 more

Multi-omics profiling of Earth’s biomes reveals patterns of diversity and co-occurrence in microbial and metabolite composition across environments

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.04.446988
N/A
0.330DataRank · unranked
8 citations

Louis‐Félix Nothias, Luke Thompson, Jon G. Sanders, Rodolfo A. Salido, Sneha Couvillion +45 more

PECAN Predicts Patterns of Cancer Cell Cytostatic Activity of Natural Products Using Deep Learning

Journal of Natural Products(2024)10.1021/acs.jnatprod.3c00879
N/A
0.292DataRank · unranked
6 citations

Hyun Woo Kim, Evgenia Glukhov, William H. Gerwick, Garrison W. Cottrell, Martha Gahl

NPOmix: a machine learning classifier to connect mass spectrometry fragmentation data to biosynthetic gene clusters

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.05.463235
N/A
0.269DataRank · unranked
5 citations

Mingxun Wang, Ricardo Silva, Alexey Gurevich, Anelize Bauermeister, Paulo Wender Portal Gomes +13 more

NRF2 activation in cancer and overview of NRF2 small molecule inhibitors

Archives of Pharmacal Research(2025)10.1007/s12272-025-01557-x
N/A
0.104DataRank · unranked
1 citations

Bo-Yeong Yu, Jeong-Eun Lee, Hyunwoo Kim, Young-Sam Keum, Jeong‐Eun Lee +2 more

NPOmix: A machine learning classifier to connect mass spectrometry fragmentation data to biosynthetic gene clusters

PNAS Nexus(2022)10.1093/pnasnexus/pgac257
N/A
0DataRank · unranked
28 citations

Mingxun Wang, Ricardo Silva, Alexey Gurevich, Anelize Bauermeister, Paulo Wender Portal Gomes +13 more

A universal language for finding mass spectrometry data patterns

Nature Methods(2025)10.1038/s41592-025-02660-z
N/A
0DataRank · unranked
49 citations

Alan K. Jarmusch, Allegra T. Aron, Daniel Petras, Vanessa V. Phelan, Haoqi Nina Zhao +69 more

DeepSAT: Learning Molecular Structures from Nuclear Magnetic Resonance Data

Journal of Cheminformatics(2023)10.1186/s13321-023-00738-4
N/A
0DataRank · unranked
63 citations

Chen Zhang, Raphael Reher, Mingxun Wang, Kelsey L. Alexander, Louis‐Félix Nothias +9 more

Artificial intelligence for natural product drug discovery

Nature Reviews Drug Discovery(2023)10.1038/s41573-023-00774-7
N/A
0DataRank · unranked
407 citations

Katherine Duncan, Somayah S. Elsayed, Neha Garg, Justin J. J. van der Hooft, Nathaniel I. Martin +53 more

NPClassifier: A Deep Neural Network-Based Structural Classification Tool for Natural Products

Journal of Natural Products(2021)10.1021/acs.jnatprod.1c00399
N/A
0DataRank · unranked
509 citations

Mingxun Wang, Christopher A. Leber, Louis‐Félix Nothias, Raphael Reher, Kyo Bin Kang +5 more