Matthew Hirn

2.0k total citations · 1 hit paper
24 papers, 678 citations indexed

About

Matthew Hirn is a scholar working on Computational Theory and Mathematics, Computer Vision and Pattern Recognition and Molecular Biology. According to data from OpenAlex, Matthew Hirn has authored 24 papers receiving a total of 678 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Computational Theory and Mathematics, 7 papers in Computer Vision and Pattern Recognition and 6 papers in Molecular Biology. Recurrent topics in Matthew Hirn's work include Image and Signal Denoising Methods (5 papers), Topological and Geometric Data Analysis (5 papers) and Advanced Graph Neural Networks (4 papers). Matthew Hirn is often cited by papers focused on Image and Signal Denoising Methods (5 papers), Topological and Geometric Data Analysis (5 papers) and Advanced Graph Neural Networks (4 papers). Matthew Hirn collaborates with scholars based in United States, Canada and France. Matthew Hirn's co-authors include Smita Krishnaswamy, Guy Wolf, David van Dijk, Kevin R. Moon, Kristina Yim, Ronald R. Coifman, William S. Chen, Natalia Ivanova, Antonia van den Elzen and Daniel B. Burkhardt and has published in prestigious journals such as The Journal of Chemical Physics, Nature Biotechnology and Bioinformatics.

In The Last Decade

Matthew Hirn

22 papers receiving 670 citations

Hit Papers

Visualizing structure and transitions in high-dimensional... 2019 2026 2021 2023 2019 100 200 300 400 500

Peers

Matthew Hirn
Comparison fields: 5 of 135
  • Molecular Biology 359
  • Artificial Intelligence 103
  • Biophysics 97
  • Immunology 67
  • Computer Vision and Pattern Recognition 61
Replace Yue Cao with:
Yue Cao China
Stefan Steinerberger United States
Manas Rachh United States
Margarida Julià‐Sapé Spain
Antonia van den Elzen United States
Scott Gigante United States
Jeremias Sulam United States
Jeremy G. Hoskins United States
Yifei Chen China
Hwee Kuan Lee Singapore
Yue Cao China View profile →
Citations per field, relative to Matthew Hirn
Matthew Hirn · 1×
Citations per year, relative to Matthew Hirn
Matthew Hirn · 1×

Countries citing papers authored by Matthew Hirn

Since Specialization
Citations

This map shows the geographic impact of Matthew Hirn's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthew Hirn with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew Hirn more than expected).

Fields of papers citing papers by Matthew Hirn

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew Hirn. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthew Hirn. The network helps show where Matthew Hirn may publish in the future.

Co-authorship network of co-authors of Matthew Hirn

This figure shows the co-authorship network connecting the top 25 collaborators of Matthew Hirn. A scholar is included among the top collaborators of Matthew Hirn based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Matthew Hirn. Matthew Hirn is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2 13
3 1
4 2
5 4
6 0
7
The Manifold Scattering Transform for High-Dimensional Point Cloud Data.
2
8 4
9 9
10 0
11 6
12
Visualizing structure and transitions in high-dimensional biological data breakdown →
524
13 7
14 10
15 38
16
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities
11
17 1
18 3
19 3
20 5

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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