Martin Rosvall

11.5k total citations · 6 hit papers
81 papers, 7.0k citations indexed

About

Martin Rosvall is a scholar working on Statistical and Nonlinear Physics, Molecular Biology and Computer Networks and Communications. According to data from OpenAlex, Martin Rosvall has authored 81 papers receiving a total of 7.0k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Statistical and Nonlinear Physics, 12 papers in Molecular Biology and 11 papers in Computer Networks and Communications. Recurrent topics in Martin Rosvall's work include Complex Network Analysis Techniques (52 papers), Opinion Dynamics and Social Influence (34 papers) and Bioinformatics and Genomic Networks (9 papers). Martin Rosvall is often cited by papers focused on Complex Network Analysis Techniques (52 papers), Opinion Dynamics and Social Influence (34 papers) and Bioinformatics and Genomic Networks (9 papers). Martin Rosvall collaborates with scholars based in Sweden, United States and Denmark. Martin Rosvall's co-authors include Carl T. Bergstrom, Renaud Lambiotte, Kim Sneppen, Ingo Scholtes, Ala Trusina, Petter Minnhagen, Jevin D. West, Andrea Lancichinetti, Jonatan Klaminder and Jan Karlsson and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Physical Review Letters and Nature Communications.

In The Last Decade

Martin Rosvall

77 papers receiving 6.8k citations

Hit Papers

5 papers align trajectories

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.

Maps of random walks on complex networks reveal community structure

2008 2.9k citations Martin Rosvall, Carl T. Bergstrom profile →
An information-theoretic framework for resolving community structure in complex networks

2007 519 citations Martin Rosvall, Carl T. Bergstrom profile →
The map equation

2009 517 citations Martin Rosvall, Carl T. Bergstrom et al. profile →
Sources of and processes controlling CO2 emissions change with the size of streams and rivers

2015 480 citations Martin Rosvall et al. profile →
Mapping Change in Large Networks

2010 409 citations Martin Rosvall, Carl T. Bergstrom PLoS ONE profile →
From networks to optimal higher-order models of complex systems

2019 280 citations Renaud Lambiotte, Martin Rosvall et al. Nature Physics profile →

Peers

Countries citing papers authored by Martin Rosvall

Since Specialization

Citations

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

Fields of papers citing papers by Martin Rosvall

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Martin Rosvall

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

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Community Detection with the Map Equation and Infomap: Theory and Applications 2025 ·ACM Computing Surveys ·(unknown), (unknown), (unknown), Daniel Edler, (unknown), Martin Rosvall	0
2	A general rule on the organization of biodiversity in Earth’s biogeographical regions 2025 ·Nature Ecology & Evolution ·Rubén Bernardo‐Madrid, Manuela González‐Suárez, Martin Rosvall, Marta Rueda, Eloy Revilla, Martina Carrete, José L. Tella, (unknown), Joaquín Calatayud	2
3	Pseudomonas syringae infectivity correlates to altered transcript and metabolite levels of Arabidopsis mediator mutants 2024 ·Scientific Reports ·Jeanette Blomberg, (unknown), (unknown), (unknown), Qari Muhammad Imran, Åsa Strand, Martin Rosvall, Stefan Björklund	2
4	Module-based regularization improves Gaussian graphical models when observing noisy data 2024 ·Applied Network Science ·(unknown), Joaquín Calatayud, (unknown), Martin Rosvall	2
5	Identifying flow modules in ecological networks using Infomap 2021 ·Methods in Ecology and Evolution ·(unknown), Daniel Edler, Anna Eklöf, Martin Rosvall, Shai Pilosof	29
6	How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs 2021 ·Communications Physics ·(unknown), Daniel Edler, Alexis Rojas, Manlio De Domenico, Martin Rosvall	29
7	From networks to optimal higher-order models of complex systems breakdown → 2019 ·Nature Physics ·Renaud Lambiotte, Martin Rosvall, Ingo Scholtes	280
8	Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis 2017 ·ACM Transactions on Knowledge Discovery from Data ·Seunghee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe	21
9	Infomap Bioregions: Interactive Mapping of Biogeographical Regions from Species Distributions 2016 ·Systematic Biology ·Daniel Edler, Thaís Guedes, Alexander Zizka, Martin Rosvall, Alexandre Antonelli	126
10	Efficient community detection of network flows for varying Markov times and bipartite networks 2016 ·Physical review. E ·(unknown), Andrea Lancichinetti, Martin Rosvall	37
11	Networks with Memory 2013 ·arXiv (Cornell University) ·Martin Rosvall, Alcides Viamontes Esquivel, Andrea Lancichinetti, Jevin D. West, Renaud Lambiotte	3
12	Resampling Effects on Significance Analysis of Network Clustering and Ranking 2013 ·PLoS ONE ·(unknown), (unknown), Éric Archambault, Martin Rosvall	9
13	Coherence Out of Chaos: Mapping European Union Law by Running Randomly Through the Maze of CJEU Case Law 2012 ·SSRN Electronic Journal ·Johan Lindholm, (unknown), Martin Rosvall, (unknown)	3
14	A Network-Based Approach to Visualize Prevalence and Progression of Metabolic Syndrome Components 2012 ·PLoS ONE ·Robin Haring, Martin Rosvall, Uwe Völker, Henry Völzke, Heyo K. Kroemer, Matthias Nauck, Henri Wallaschofski	20
15	Multilevel Compression of Random Walks on Networks Reveals Hierarchical Organization in Large Integrated Systems 2011 ·PLoS ONE ·Martin Rosvall, Carl T. Bergstrom	257
16	Reinforced communication and social navigation generate groups in model networks 2009 ·Physical Review E ·Martin Rosvall, Kim Sneppen	18
17	Maps of Information Flow Reveal Community Structure In Complex Networks 2007 ·arXiv (Cornell University) ·Martin Rosvall, Carl T. Bergstrom	100
18	Networks and Cities: An Information Perspective 2005 ·Physical Review Letters ·Martin Rosvall, Ala Trusina, Petter Minnhagen, Kim Sneppen	172
19	Navigating networks with limited information 2005 ·Physical Review E ·Martin Rosvall, Petter Minnhagen, Kim Sneppen	29
20	Modeling Dynamics of Information Networks 2003 ·Physical Review Letters ·Martin Rosvall, Kim Sneppen	31

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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