Matthew Rocklin

3.0k total citations · 1 hit paper
9 papers, 630 citations indexed

About

Matthew Rocklin is a scholar working on Computer Networks and Communications, Information Systems and Management and Hardware and Architecture. According to data from OpenAlex, Matthew Rocklin has authored 9 papers receiving a total of 630 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Computer Networks and Communications, 4 papers in Information Systems and Management and 2 papers in Hardware and Architecture. Recurrent topics in Matthew Rocklin's work include Scientific Computing and Data Management (4 papers), Parallel Computing and Optimization Techniques (2 papers) and Distributed and Parallel Computing Systems (2 papers). Matthew Rocklin is often cited by papers focused on Scientific Computing and Data Management (4 papers), Parallel Computing and Optimization Techniques (2 papers) and Distributed and Parallel Computing Systems (2 papers). Matthew Rocklin collaborates with scholars based in United States. Matthew Rocklin's co-authors include Sangmin Lee, Emil M. Constantinescu, Mihai Anitescu, Ví­ctor M. Zavala, Joseph Hamman, Andy R. Terrel, Tom Augspurger, Scott Sievert, Chiara Lepore and Ryan Abernathey and has published in prestigious journals such as IEEE Transactions on Power Systems, Computing in Science & Engineering and Figshare.

In The Last Decade

Matthew Rocklin

8 papers receiving 606 citations

Hit Papers

Dask: Parallel Computation with Blocked algorithms and Ta... 2015 2026 2018 2022 2015 100 200 300 400
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. Dask: Parallel Computation with Blocked algorithms and Task Scheduling
    2015 401 citations Matthew Rocklin Proceedings of the Python in Science Conferences profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Matthew Rocklin United States 5 192 158 100 96 84 9 630
F.J. Seinstra Netherlands 14 59 0.3× 315 2.0× 149 1.5× 32 0.3× 191 2.3× 55 875
George Ostrouchov United States 14 33 0.2× 144 0.9× 139 1.4× 25 0.3× 68 0.8× 55 594
Vassil Alexandrov United Kingdom 15 63 0.3× 112 0.7× 87 0.9× 31 0.3× 88 1.0× 77 859
Fábio Porto Brazil 12 57 0.3× 333 2.1× 215 2.1× 174 1.8× 232 2.8× 133 1.1k
V. Krishna Kumar United States 19 154 0.8× 416 2.6× 210 2.1× 17 0.2× 116 1.4× 57 1.1k
Yoshio Tanaka Japan 20 93 0.5× 470 3.0× 40 0.4× 101 1.1× 153 1.8× 135 1.4k
Ramazan Aygün United States 14 201 1.0× 287 1.8× 138 1.4× 29 0.3× 80 1.0× 115 1.0k
Kaijun Ren China 12 57 0.3× 194 1.2× 106 1.1× 66 0.7× 190 2.3× 62 504
Weicheng Jiang China 16 71 0.4× 365 2.3× 586 5.9× 34 0.4× 102 1.2× 27 1.4k
Junxing Zhu China 13 150 0.8× 59 0.4× 122 1.2× 11 0.1× 96 1.1× 49 445

Countries citing papers authored by Matthew Rocklin

Since Specialization
Citations

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

Fields of papers citing papers by Matthew Rocklin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Matthew Rocklin

This figure shows the co-authorship network connecting the top 25 collaborators of Matthew Rocklin. A scholar is included among the top collaborators of Matthew Rocklin 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 Rocklin. Matthew Rocklin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

9 of 9 papers shown
1.
Sievert, Scott, Tom Augspurger, & Matthew Rocklin. (2019). Better and faster hyperparameter optimization with Dask. Proceedings of the Python in Science Conferences. 118–125. 7 indexed citations
2.
Arendt, A. A., Joseph Hamman, Matthew Rocklin, et al.. (2018). Pangeo: Community tools for analysis of Earth Science Data in the Cloud. AGU Fall Meeting Abstracts. 2018. 3 indexed citations
3.
Hamman, Joseph, et al.. (2018). Pangeo: A Big-data Ecosystem for Scalable Earth System Science. EGU General Assembly Conference Abstracts. 12146. 6 indexed citations
4.
Abernathey, Ryan, Joseph Hamman, Matthew Rocklin, et al.. (2017). Pangeo NSF Earthcube Proposal. Figshare. 10 indexed citations
5.
Rocklin, Matthew. (2015). Dask: Parallel Computation with Blocked algorithms and Task Scheduling. Proceedings of the Python in Science Conferences. 126–132. 401 indexed citations breakdown →
6.
Rocklin, Matthew, et al.. (2014). Blaze: Building A Foundation for Array-Oriented Computing in Python. Proceedings of the Python in Science Conferences. 94–97.
7.
Rocklin, Matthew. (2012). Uncertainty Modeling with SymPy Stats. Proceedings of the Python in Science Conferences. 51–55. 2 indexed citations
8.
Rocklin, Matthew & Andy R. Terrel. (2012). Symbolic Statistics with SymPy. Computing in Science & Engineering. 14(3). 88–93. 4 indexed citations
9.
Constantinescu, Emil M., Ví­ctor M. Zavala, Matthew Rocklin, Sangmin Lee, & Mihai Anitescu. (2010). A Computational Framework for Uncertainty Quantification and Stochastic Optimization in Unit Commitment With Wind Power Generation. IEEE Transactions on Power Systems. 26(1). 431–441. 197 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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2026