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

Brian Klahn

ORCID: 0000-0002-4690-9944
MathematicsMedicineSocial SciencesEngineering

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 5%percentile
0.396Author 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.

BV-BRC: a unified bacterial and viral bioinformatics resource with expanded functionality and AI integration

Nucleic Acids Research(2025)10.1093/nar/gkaf1254
Top 46%
0.396DataRank
Top 46%13 citations

Alice R. Wattam, Antonio Aleman, Roshni Bhattacharya, Nicole Bowers, Thomas Brettin +38 more

Papers

Driven by 14 papers — median percentile 54. Top paper: “BV-BRC: a unified bacterial and viral bioinformatics resource with expanded functionality and AI integration”.

BV-BRC: a unified bacterial and viral bioinformatics resource with expanded functionality and AI integration

Nucleic Acids Research(2025)10.1093/nar/gkaf1254
Top 46%
0.396DataRank
Top 46%13 citations

Alice R. Wattam, Antonio Aleman, Roshni Bhattacharya, Nicole Bowers, Thomas Brettin +38 more

From 5Vs to 6Cs: Operationalizing Epidemic Data Management with COVID-19 Surveillance

(2020)10.1109/bigdata50022.2020.9378435
N/A
0DataRank · unranked
14 citations

Dawen Xie, Pramod Patil, Mandy Wilson, Dustin Machi, Srinivasan Venkatramanan +7 more

From 5Vs to 6Cs: Operationalizing Epidemic Data Management with COVID-19 Surveillance

medRxiv(2020)10.1101/2020.10.27.20220830
N/A
0DataRank · unranked
10 citations

Dawen Xie, Pramod Patil, Mandy Wilson, Dustin Machi, Srinivasan Venkatramanan +7 more

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US

2021 IEEE International Conference on Big Data (Big Data)(2021)10.1109/bigdata52589.2021.9671811
N/A
0DataRank · unranked
4 citations

Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan Lewis, Henning Mortveit +13 more

Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

eLife(2022)10.7554/elife.73584
N/A
0DataRank · unranked
40 citations

Claire P. Smith, Michelle Qin, Luke C. Mullany, Rebecca K. Borchering, Justin Lessler +55 more

Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support

The International Journal of High Performance Computing Applications(2022)10.1177/10943420221127034
N/A
0DataRank · unranked
21 citations

Jiangzhuo Chen, Stefan Hoops, Dustin Machi, Bryan Lewis, Srinivasan Venkatramanan +18 more

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

Nature Communications(2023)10.1038/s41467-023-42680-x
N/A
0DataRank · unranked
61 citations

Lucie Contamin, Luke C. Mullany, Michelle Qin, Nicholas G. Reich, Samantha J. Bents +78 more

Evaluating the impact of international airline suspensions on the early global spread of COVID-19

medRxiv(2020)10.1101/2020.02.20.20025882
N/A
0DataRank · unranked
47 citations

Srinivasan Venkatramanan, James Schlitt, Akhil Sai Peddireddy, Allan Dickerman, Andrei C. Bura +24 more

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

UNC Libraries(2023)10.17615/cxhx-1c04
N/A
0DataRank · unranked
0 citations

Rosenstrom E.T., Mayorga M.E., Shaun Truelove, Dustin Machi, Alison Hill +78 more

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

PLoS Medicine(2024)10.1371/journal.pmed.1004387
N/A
0DataRank · unranked
15 citations

Sara L. Loo, Emily Howerton, Lucie Contamin, Claire P. Smith, Erica C. Carcelén +54 more

Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread

Journal of Parallel and Distributed Computing(2024)10.1016/j.jpdc.2024.104899
N/A
0DataRank · unranked
6 citations

Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan Lewis, Henning Mortveit +13 more

Data-driven mechanistic framework with stratified immunity and effective transmissibility for COVID-19 scenario projections

Epidemics(2024)10.1016/j.epidem.2024.100761
N/A
0DataRank · unranked
6 citations

Srinivasan Venkatramanan, Aniruddha Adiga, Brian Klahn, Benjamin Hurt, Mandy Wilson +5 more

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

UNC Libraries(2024)10.17615/6w68-zz51
N/A
0DataRank · unranked
0 citations

Matteo Chinazzi, Joseph Outten, Lemaitre J.C, K.T. Sato, Anil Vullikanti +54 more

Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: A multi-model study

UNC Libraries(2023)10.17615/syqy-wb62
N/A
0DataRank · unranked
1 citations

Przemyslaw Porebski, Claire P. Smith, Sen Pei, S. Chen, Teresa K. Yamana +58 more