Vanessa Sochat

9.1k total citations · 2 hit papers
32 papers, 1.6k citations indexed

About

Vanessa Sochat is a scholar working on Information Systems and Management, Cognitive Neuroscience and Information Systems. According to data from OpenAlex, Vanessa Sochat has authored 32 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Information Systems and Management, 11 papers in Cognitive Neuroscience and 9 papers in Information Systems. Recurrent topics in Vanessa Sochat's work include Scientific Computing and Data Management (11 papers), Functional Brain Connectivity Studies (10 papers) and Research Data Management Practices (7 papers). Vanessa Sochat is often cited by papers focused on Scientific Computing and Data Management (11 papers), Functional Brain Connectivity Studies (10 papers) and Research Data Management Practices (7 papers). Vanessa Sochat collaborates with scholars based in United States, United Kingdom and France. Vanessa Sochat's co-authors include Russell A. Poldrack, Marlena Duda, Jack A. Kosmicki, Dennis P. Wall, Krzysztof J. Gorgolewski, Camille Maumet, Jean‐Baptiste Poline, Thomas E. Nichols, Satrajit Ghosh and Gaël Varoquaux and has published in prestigious journals such as PLoS ONE, NeuroImage and Communications of the ACM.

In The Last Decade

Vanessa Sochat

29 papers receiving 1.6k citations

Hit Papers

Singularity: Scientific containers for mobility of compute 2015 2026 2018 2022 2017 2015 250 500 750
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Singularity: Scientific containers for mobility of compute
    2017 840 citations Vanessa Sochat et al. PLoS ONE profile →
  2. NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain
    2015 379 citations Krzysztof J. Gorgolewski, Gaël Varoquaux et al. Frontiers in Neuroinformatics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Vanessa Sochat United States 10 589 355 278 257 205 32 1.6k
Jeffrey S. Grethe United States 23 588 1.0× 717 2.0× 347 1.2× 82 0.3× 168 0.8× 68 1.8k
D. Stott Parker United States 20 303 0.5× 216 0.6× 70 0.3× 775 3.0× 51 0.2× 83 2.1k
Michael Wilde United States 21 198 0.3× 144 0.4× 1.2k 4.1× 1.5k 5.7× 63 0.3× 66 2.8k
Marc-Étienne Rousseau Canada 12 454 0.8× 200 0.6× 58 0.2× 31 0.1× 346 1.7× 14 1.1k
Daniel Mietchen Germany 19 202 0.3× 311 0.9× 206 0.7× 13 0.1× 56 0.3× 87 1.4k
Demian Battaglia France 20 1.3k 2.2× 178 0.5× 30 0.1× 185 0.7× 185 0.9× 52 2.0k
Michael Spiegel Germany 12 186 0.3× 76 0.2× 16 0.1× 94 0.4× 46 0.2× 35 1.5k
Hans Ekkehard Pleßer Norway 15 721 1.2× 119 0.3× 76 0.3× 86 0.3× 29 0.1× 38 1.1k
Fabian Pedregosa France 6 939 1.6× 211 0.6× 13 0.0× 28 0.1× 365 1.8× 8 2.0k
Stefan Brückner Norway 26 89 0.2× 294 0.8× 56 0.2× 40 0.2× 103 0.5× 132 2.3k

Countries citing papers authored by Vanessa Sochat

Since Specialization
Citations

This map shows the geographic impact of Vanessa Sochat'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 Vanessa Sochat with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Vanessa Sochat more than expected).

Fields of papers citing papers by Vanessa Sochat

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Vanessa Sochat. 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 Vanessa Sochat. The network helps show where Vanessa Sochat may publish in the future.

Co-authorship network of co-authors of Vanessa Sochat

This figure shows the co-authorship network connecting the top 25 collaborators of Vanessa Sochat. A scholar is included among the top collaborators of Vanessa Sochat 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 Vanessa Sochat. Vanessa Sochat 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
1.
Sochat, Vanessa, et al.. (2025). Usability Evaluation of Cloud for HPC Applications. 135–150.
2.
Sochat, Vanessa, et al.. (2024). Converged Computing: A Best of Both Worlds of High-Performance Computing and Cloud. Computing in Science & Engineering. 26(3). 4–7. 1 indexed citations
3.
Sochat, Vanessa, et al.. (2024). Enabling Workload-Driven Elasticity in MPI-based Ensembles. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 250–262. 1 indexed citations
4.
Lancaster, Alex K., Richard M. Single, Steven J. Mack, et al.. (2024). PyPop: a mature open-source software pipeline for population genomics. Frontiers in Immunology. 15. 1378512–1378512. 4 indexed citations
5.
Turco, Gina, Christie Chang, Brianna Richardson, et al.. (2023). Global analysis of the yeast knockout phenome. Science Advances. 9(21). eadg5702–eadg5702. 17 indexed citations
6.
Vélez, Natalia, et al.. (2023). The PyMVPA BIDS-App: a robust multivariate pattern analysis pipeline for fMRI data. Frontiers in Neuroscience. 17. 1233416–1233416.
7.
Sochat, Vanessa, et al.. (2022). The Research Software Encyclopedia: A Community Framework to Define Research Software. Journal of Open Research Software. 10(1). 2–2. 1 indexed citations
8.
Sochat, Vanessa. (2022). CiteLang: Modeling the Research SoftwareEcosystem. The Journal of Open Source Software. 7(77). 4458–4458. 1 indexed citations
9.
Sochat, Vanessa, et al.. (2021). Collaborative Container Modules with Singularity Registry HPC. The Journal of Open Source Software. 6(63). 3311–3311. 4 indexed citations
10.
Sochat, Vanessa. (2018). The Experiment Factory: Reproducible Experiment Containers. The Journal of Open Source Software. 3(22). 521–521. 15 indexed citations
11.
Sochat, Vanessa, et al.. (2017). Singularity: Scientific containers for mobility of compute. PLoS ONE. 12(5). e0177459–e0177459. 840 indexed citations breakdown →
12.
Sochat, Vanessa, et al.. (2017). Enhancing reproducibility in scientific computing: Metrics and registry for Singularity containers. PLoS ONE. 12(11). e0188511–e0188511. 31 indexed citations
13.
Maumet, Camille, Tibor Auer, Alexander Bowring, et al.. (2016). Sharing brain mapping statistical results with the neuroimaging data model. Scientific Data. 3(1). 160102–160102. 33 indexed citations
14.
Sochat, Vanessa, Ian W. Eisenberg, A. Zeynep Enkavi, et al.. (2016). The Experiment Factory: Standardizing Behavioral Experiments. Frontiers in Psychology. 7. 610–610. 35 indexed citations
15.
Gorgolewski, Krzysztof J., Gaël Varoquaux, Gabriel Rivera, et al.. (2015). NeuroVault.org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain. Frontiers in Neuroinformatics. 9. 8–8. 379 indexed citations breakdown →
16.
17.
Kosmicki, Jack A., Vanessa Sochat, Marlena Duda, & Dennis P. Wall. (2015). Searching for a minimal set of behaviors for autism detection through feature selection-based machine learning. Translational Psychiatry. 5(2). e514–e514. 160 indexed citations
18.
Sochat, Vanessa, Krzysztof J. Gorgolewski, Oluwasanmi Koyejo, Joke Durnez, & Russell A. Poldrack. (2015). Effects of thresholding on correlation-based image similarity metrics. Frontiers in Neuroscience. 9. 418–418. 2 indexed citations
19.
Gorgolewski, Krzysztof J., Gaël Varoquaux, Gabriel Rivera, et al.. (2015). NeuroVault.org: A repository for sharing unthresholded statistical maps, parcellations, and atlases of the human brain. NeuroImage. 124(Pt B). 1242–1244. 58 indexed citations
20.
Sochat, Vanessa, Kaustubh Supekar, Juan Bustillo, et al.. (2014). A Robust Classifier to Distinguish Noise from fMRI Independent Components. PLoS ONE. 9(4). e95493–e95493. 22 indexed citations

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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