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Staff photo Martin Rosvall

Martin Rosvall

I am interested in understanding how the flow of information through social and biological systems affect their function. Read more on my research website: https://www.martinrosvall.com

Contact

E-mail
martin.rosvall@umu.se
Phone
+46 70 239 19 73

Works at

Affiliation
Professor at Department of Physics
Location
Naturvetarhuset, byggnad G, NA plan 3, IceLab Umeå universitet, 901 87 Umeå
Regularities in species’ niches reveal the world’s climate regions
eLIFE, eLife Sciences Publications Ltd. 2021, Vol. 10
Calatayud, Joaquín; Neuman, Magnus; Rojas, Alexis; et al.
How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs
Communications Physics, Nature Publishing Group 2021, Vol. 4, (1)
Eriksson, Anton; Edler, Daniel; Rojas, Alexis; et al.
Impacts of Oxazepam on Perch (Perca fluviatilis) Behavior: Fish Familiarized to Lake Conditions Do Not Show Predicted Anti-anxiety Response
Environmental Science and Technology, American Chemical Society (ACS) 2021, Vol. 55, (6) : 3624-3633
Fahlman, Johan; Jonsson, Micael; Berglund Fick, Jerker; et al.
Identifying flow modules in ecological networks using Infomap
Methods in Ecology and Evolution, London: British Ecology Society 2021, Vol. 12, (5) : 778-786
Farage, Carmel; Edler, Daniel; Eklöf, Anna; et al.
A multiscale view of the Phanerozoic fossil record reveals the three major biotic transitions
Communications Biology, Vol. 4, (1)
Rojas, Alexis; Calatayud, Joaquín; Kowalewski, Michał; et al.
Mapping flows on bipartite networks
Physical review. E, American Physical Society 2020, Vol. 102, (5)
Blöcker, Christopher; Rosvall, Martin
Positive associations among rare species and their persistence in ecological assemblages
Nature Ecology & Evolution, Nature Publishing Group 2020, Vol. 4, (1) : 40-45
Calatayud, Joaquín; Andivia, Enrique; Escudero, Adrian; et al.
Mapping flows on sparse networks with missing links
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, American Physical Society 2020, Vol. 102, (1)
Smiljanic, Jelena; Edler, Daniel; Rosvall, Martin
Human activity is altering the world's zoogeographical regions
Ecology Letters, John Wiley & Sons 2019, Vol. 22, (8) : 1297-1305
Bernardo-Madrid, Rubén; Calatayud, Joaquín; González-Suárez, Manuela; et al.
Exploring the solution landscape enables more reliable network community detection
Physical review. E, Vol. 100, (5)
Calatayud, Joaquín; Bernardo-Madrid, Ruben; Neuman, Magnus; et al.
From networks to optimal higher-order models of complex systems
Nature Physics, NATURE PUBLISHING GROUP 2019, Vol. 15, (4) : 313-320
Lambiotte, Renaud; Rosvall, Martin; Scholtes, Ingo
Constrained information flows in temporal networks reveal intermittent communities
Physical review. E, American Physical Society 2018, Vol. 97, (6)
Aslak, Ulf; Rosvall, Martin; Lehmann, Sune
Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis
ACM Transactions on Knowledge Discovery from Data, Vol. 11, (3)
Bae, Seung-Hee; Halperin, Daniel; West, Jevin D.; et al.
Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap
Algorithms, Vol. 10, (4)
Edler, Daniel; Bohlin, Ludvig; Rosvall, Martin
Infomap Bioregions: Interactive Mapping of Biogeographical Regions from Species Distributions
Systematic Biology, Vol. 66, (2) : 197-204
Edler, Daniel; Guedes, Thais; Zizka, Alexander; et al.
Modelling sequences and temporal networks with dynamic community structures
Nature Communications, NATURE PUBLISHING GROUP 2017, Vol. 8
Peixoto, Tiago P.; Rosvall, Martin
Robustness of journal rankings by network flows with different amounts of memory
Journal of the Association for Information Science and Technology, Vol. 67, (10) : 2527-2535
Bohlin, Ludvig; Viamontes Esquivel, Alcides; Lancichinetti, Andrea; et al.
Efficient community detection of network flows for varying Markov times and bipartite networks
Physical Review E, Vol. 93, (3)
Kheirkhahzadeh, Masoumeh; Lancichinetti, Andrea; Rosvall, Martin
Mapping change in the overnight money market
Physica A: Statistical Mechanics and its Applications, Elsevier 2015, Vol. 424 : 44-51
Bech, Morten L; Bergstrom, Carl T; Rosvall, Martin; et al.
Identifying Modular Flows on Multilayer Networks Reveals Highly Overlapping Organization in Interconnected Systems
Physical Review X, Vol. 5, (1)
De Domenico, Manlio; Lancichinetti, Andrea; Arenas, Alex; et al.
Sources of and processes controlling CO2 emissions change with the size of streams and rivers
Nature Geoscience, Vol. 8, (9) : 696-699
Hotchkiss, E. R.; Hall, R. O., Jr.; Sponseller, R. A.; et al.
Mapping bilateral information interests using the activity of Wikipedia editors
Palgrave communications, Vol. 1 : 1-7
Karimi, Fariba; Bohlin, Ludvig; Samoilenko, Ann; et al.
Estimating the resolution limit of the map equation in community detection
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, Vol. 91, (1) : 012809-
Kawamoto, Tatsuro; Rosvall, Martin
Effect of memory on the dynamics of random walks on networks
Journal of Complex Networks, Oxford University Press 2015, Vol. 3, (2) : 177-188
Lambiotte, Renaud; Salnikov, Vsevolod; Rosvall, Martin
Community Detection and Visualization of Networks with the Map Equation Framework
Measuring Scholarly Impact: Methods and Practice, Springer 2014 : 3-34
Bohlin, Ludvig; Edler, Daniel; Lancichinetti, Andrea; et al.
Stock Portfolio Structure of Individual Investors Infers Future Trading Behavior
PLOS ONE, plos one 2014, Vol. 9, (7) : e103006-
Bohlin, Ludvig; Rosvall, Martin
Dynamics of interacting information waves in networks
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, American Physical Society 2014, Vol. 89, (1) : 012809-
Mirshahvalad, Atieh; Viamontes Esquivel, Alcides; Lizana, Ludvig; et al.
Memory in network flows and its effects on spreading dynamics and community detection
Nature Communications, Vol. 5 : 4630-
Rosvall, Martin; Esquivel, Alcides V.; Lancichinetti, Andrea; et al.
Scalable Flow-Based Community Detection for Large-Scale Network Analysis
2013 IEEE 13TH INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), IEEE 2013 : 303-310
Bae, Seung-Hee; Halperin, Daniel; West, Jevin; et al.
Coherence out of chaos: mapping European union law by running randomly through the maze of CJEU case law
Europarättslig tidskrift, Stockholm: Institutet för europarätt 2013, (3) : 517-535
Derlén, Mattias; Lindholm, Johan; Rosvall, Martin; et al.
Resampling effects on significance analysis of network clustering and ranking
PLOS ONE, Public Library of Science 2013, Vol. 8, (1)
Mirshahvalad, Atieh; Beauchesne, Olivier; Archambault, Éric; et al.
A Network-Based Approach to Visualize Prevalence and Progression of Metabolic Syndrome Components
PLOS ONE, San Francisco: Public Library of Science 2012, Vol. 7, (6) : e39461-
Haring, Robin; Rosvall, Martin; Völker, Uwe; et al.
Ranking and clustering of nodes in networks with smart teleportation
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, Vol. 85, (5) : 056107-
Lambiotte, R.; Rosvall, Martin
Significant Communities in Large Sparse Networks
PLOS ONE, San Francisco: Public Library of Science 2012, Vol. 7, (3) : e33721-
Mirshahvalad, Atieh; Lindholm, Johan; Derlén, Mattias; et al.
The transmission sense of information
Biology & Philosophy, Springer 2011, Vol. 26, (2) : 159-176
Bergstrom, Carl T; Rosvall, Martin
Response to commentaries on “The transmission sense of information”: discussion note
Biology & Philosophy, Vol. 26, (2) : 195-200
Bergstrom, Carl T; Rosvall, Martin
Reinforced communication and social navigation: Remember your friends and remember yourself
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, Melville, N.Y.: Published by the American Physical Society through the American Institute of Physics 2011, Vol. 84, (3) : 036102-
Mirshahvalad, Atieh; Rosvall, Martin
Multilevel compression of random walks on networks reveals hierarchical organization in large integrated systems
PLoS ONE, Vol. 6, (4) : e18209-
Rosvall, Martin; Bergstrom, Carl T
Compression of Flow Can Reveal Overlapping-Module Organization in Networks
Physical Review X, College Park, Md.: American Physical Society 2011, Vol. 1, (2)
Viamontes Esquivel, Alcides; Rosvall, Martin
Time walkers and spatial dynamics of aging information
Physical Review Letters, American Physical Society 2010, Vol. 104, (4)
Lizana, Ludvig; Rosvall, Martin; Sneppen, Kim
Mapping change in large networks
PLOS ONE, Vol. 5, (1)
Rosvall, Martin; Bergstrom, Carl
Komplexa system och nätverksfysik: Om hur saker hänger ihop ger andra saker deras egenskaper
Kosmos
Holme, Petter; Rosvall, Martin
The map equation
The European Physical Journal Special Topics, Vol. 178, (1) : 13-23
Rosvall, Martin; Axelsson, Daniel; Bergstrom, Carl T
Reinforced communication and social navigation generate groups in model networks
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics: Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, Vol. 79, (2) : 026111-026118
Rosvall, Martin; Sneppen, Kim
Maps of random walks on complex networks reveal community structure
Proceedings of the National Academy of Sciences of the United States of America, Vol. 105 : 1118-
Rosvall, Martin; Bergstrom, Carl T
An information-theoretic framework for resolving community structure in complex networks
Proceedings of the National Academy of Sciences of the United States of America, Vol. 104, (18) : 7327-7331
Rosvall, Martin; Bergstrom, Carl T
Networks and our limited information horizon
International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, Singapore: World Scientific 2007, Vol. 17, (7) : 2509-2515
Rosvall, Martin; Sneppen, Kim
Degree landscapes in scale-free networks
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics: Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, Vol. 74 : 036119-
Bock Axelsen, Jacob; Bernhardsson, Sebastian; Rosvall, Martin; et al.
Information horizons in a complex world
Department of Physics 2006
Rosvall, Martin
Network models of phage-bacteria coevolution
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics: Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, Vol. 74 : 066105-
Rosvall, Martin; Dodd, Ian; Krishna, Sandeep; et al.
View publications in DiVA

Research groups

Head of research
Complex systems

Research projects

1 January 2021 until 31 December 2025
An integrative framework for understanding and predicting the role of inland waters in the carbon cycle
1 January 2017 until 31 December 2022
Climate change induced regime shifts in Northern lake ecosystems