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

Mustafa Güler

Carnegie Mellon University

ORCID: 0000-0001-5004-8756
MedicineBiochemistry, Genetics and Molecular BiologyComputer ScienceChemistry

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 4%percentile
0.889Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

HypoRiPPAtlas as an Atlas of hypothetical natural products for mass spectrometry database search

Nature Communications(2023)10.1038/s41467-023-39905-4
Top 23%
0.889DataRank
Top 23%28 citations

Mustafa Güler, Desnor N. Chigumba, Shen Wang, Neel Mittal, Cameron Miller +12 more

Papers

Driven by 8 papers — median percentile 77. Top paper: “HypoRiPPAtlas as an Atlas of hypothetical natural products for mass spectrometry database search”.

HypoRiPPAtlas as an Atlas of hypothetical natural products for mass spectrometry database search

Nature Communications(2023)10.1038/s41467-023-39905-4
Top 23%
0.889DataRank
Top 23%28 citations

Mustafa Güler, Desnor N. Chigumba, Shen Wang, Neel Mittal, Cameron Miller +12 more

MolDiscovery: Learning Mass Spectrometry Fragmentation of Small Molecules

Research Square(2020)10.21203/rs.3.rs-71854/v1
N/A
0DataRank · unranked
6 citations

Liu Cao, Mustafa Güler, Azat Tagirdzhanov, Alexey Gurevich, Hosein Mohimani

MolDiscovery: learning mass spectrometry fragmentation of small molecules

Nature Communications(2021)10.1038/s41467-021-23986-0
N/A
0DataRank · unranked
108 citations

Mustafa Güler, Azat Tagirdzhanov, Yi-Yuan Lee, Alexey Gurevich, Hosein Mohimani +1 more

Fast mass spectrometry search and clustering of untargeted metabolomics data

Nature Biotechnology(2024)10.1038/s41587-023-01985-4
N/A
0DataRank · unranked
27 citations

Tyler M. Yasaka, Yudong Liu, Mustafa Güler, Liang Lü, Aditya Bhagwat +5 more

Discovering type I cis-AT polyketides through computational mass spectrometry and genome mining with Seq2PKS

Nature Communications(2024)10.1038/s41467-024-49587-1
N/A
0DataRank · unranked
15 citations

Muqing Zhou, Abhinav Adduri, Yihao Zhuang, Mustafa Güler, Sitong Liu +15 more

Seq2Saccharide: Discovering Oligosaccharides and Aminoglycosides Natural Products by Integrating Computational Mass Spectrometry and Genome Mining

Journal of the American Chemical Society(2025)10.1021/jacs.5c08251
N/A
0DataRank · unranked
3 citations

Bahar Behsaz, Yanjing Li, Xiaofeng Wang, Leigh Skala, Sitong Liu +11 more

MolDiscovery: Learning Mass Spectrometry Fragmentation of Small Molecules

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.28.401943
N/A
0DataRank · unranked
17 citations

Mustafa Güler, Azat Tagirdzhanov, Yiyuan Lee, Alexey Gurevich, Hosein Mohimani +1 more

Identifying variants of molecules through database search of mass spectra

Nature Computational Science(2025)10.1038/s43588-025-00923-5
N/A
0DataRank · unranked
2 citations

Benjamin Krummenacher, Thomas J. Hall, Meghana Tandon, Joshua Abrams, S. S. Ravi +5 more