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

Igor Linkov

Carnegie Mellon University

ORCID: 0000-0002-0823-8107
EngineeringBusiness, Management and AccountingEnvironmental Science

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 2%percentile
2.3Author 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.

The United States COVID-19 Forecast Hub dataset

Scientific Data(2022)10.1038/s41597-022-01517-w
Top 9%
2.3DataRank
Top 9%131 citations

Yuxin Huang, Yijin Wang, Evan L Ray, Matthew Cornell, Johannes Bracher +95 more

Papers

Driven by 4 papers — median percentile 91. Top paper: “The United States COVID-19 Forecast Hub dataset”.

The United States COVID-19 Forecast Hub dataset

Scientific Data(2022)10.1038/s41597-022-01517-w
Top 9%
2.3DataRank
Top 9%131 citations

Yuxin Huang, Yijin Wang, Evan L Ray, Matthew Cornell, Johannes Bracher +95 more

The convergence of AI and synthetic biology: the looming deluge

npj Biomedical Innovations(2025)10.1038/s44385-025-00021-1
N/A
0.542DataRank · unranked
36 citations

Benjamin D. Trump, Christopher L. Cummings, Madison Smith, Alexander J. Titus, Ken Oye +4 more

Finding shortest and nearly shortest path nodes in large substantially incomplete networks by hyperbolic mapping

Nature Communications(2023)10.1038/s41467-022-35181-w
N/A
0DataRank · unranked
18 citations

Alexander A. Ganin, Ahmed Elmokashfi, Hongzhu Cui, Daniel A. Eisenberg, David Alderson +3 more

A quantitative risk assessment method for synthetic biology products in the environment

(2021)10.21079/11681/41331
N/A
0DataRank · unranked
0 citations

Kerry Hamilton, Charles Haas, Igor Linkov, Taylor Rycroft