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

Matthew Hirn

Boise State University

ORCID: 0000-0003-0290-4292

Also affiliated with University of Georgia, Yale University, University of Oxford, Michigan State University

Computer 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 1%percentile

4.9Author 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 →

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

CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp8495

Top 4%

4.9DataRank

Top 4%142 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more

Papers

Driven by 12 papers — median percentile 96. Top paper: “CATMoS: Collaborative Acute Toxicity Modeling Suite”.

CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp8495

Top 4%

4.9DataRank

Top 4%142 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more

Accurately modeling biased random walks on weighted networks using node2vec+

Bioinformatics(2023)10.1093/bioinformatics/btad047

N/A

1.0DataRank · unranked

34 citations

Matthew Hirn, Krishnan, Arjun, Renming Liu

A Hybrid Scattering Transform for Signals with Isolated Singularities

2021 55th Asilomar Conference on Signals, Systems, and Computers(2021)10.1109/ieeeconf53345.2021.9723364

N/A

0DataRank · unranked

1 citations

Jieqian He, Mark Iwen, Matthew Hirn, Michael Perlmutter

Spatiotemporal Graph Convolutional Networks for Earthquake Source Characterization

Journal of Geophysical Research Solid Earth(2022)10.1029/2022jb024401

N/A

0DataRank · unranked

46 citations

Will Reichard‐Flynn, Miao Zhang, Matthew Hirn, Youzuo Lin, Xitong Zhang

Accurately modeling biased random walks on weighted networks using node2vec+

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.08.14.503926

N/A

0DataRank · unranked

5 citations

Matthew Hirn, Krishnan, Arjun, Renming Liu

Understanding Graph Neural Networks with Generalized Geometric Scattering Transforms

SIAM Journal on Mathematics of Data Science(2023)10.1137/21m1465056

N/A

0DataRank · unranked

6 citations

Alexander Tong, Feng Gao, Guy Wolf, Matthew Hirn, Michael Perlmutter

On generalizations of the nonwindowed scattering transform

Applied and Computational Harmonic Analysis(2023)10.1016/j.acha.2023.101597

N/A

0DataRank · unranked

4 citations

Matthew Hirn, Anna Little, Albert Chua

Time-Inhomogeneous Diffusion Geometry and Topology

SIAM Journal on Mathematics of Data Science(2023)10.1137/21m1462945

N/A

0DataRank · unranked

3 citations

Alexander Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew Hirn +3 more

Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.12.05.570153

N/A

0DataRank · unranked

4 citations

Siddharth Viswanath, Yixuan He, Xitong Zhang, Natalia Ivanova, Matthew Hirn +3 more

Author Correction: Visualizing structure and transitions in high-dimensional biological data

Nature Biotechnology(2020)10.1038/s41587-019-0395-5

N/A

0DataRank · unranked

12 citations

David van Dijk, Zheng Wang, Scott Gigante, Daniel B. Burkhardt, William S. Chen +8 more

Geometric scattering on measure spaces

Applied and Computational Harmonic Analysis(2024)10.1016/j.acha.2024.101635

N/A

0DataRank · unranked

8 citations

Matthew Hirn, Smita Krishnaswamy, Deanna Needell, Michael Perlmutter, Holly R. Steach +3 more

Erratum: CATMoS: Collaborative Acute Toxicity Modeling Suite

Environmental Health Perspectives(2021)10.1289/ehp10369

N/A

0DataRank · unranked

31 citations

Agnes L. Karmaus, Jeremy Fitzpatrick, Grace Patlewicz, Prachi Pradeep, Domenico Alberga +95 more