ɫɫÀ²

Mikko Kivelä

Associate Professor
Associate Professor
T313 Dept. Computer Science

I am a network scientist working as an assistant professor at the Aalto University, where I also obtained my doctoral degree. Before coming back ɫɫÀ² I was a postdoctoral scholar at the Mathematical Institute at the University of Oxford.

My research area is the relatively new field of network science (or complex networks). This means that I'm interested in complex systems with a large number of elements that are interacting with each other in some non-trivial way and possibly leading to some emergent phenomena. Social systems are a good example: they consist of multiple elements (people) that are interacting with each other (social relationships) and lead to some very complex emergent behaviour (social groups, societies, conflicts, etc.). Other such complex systems include transportation systems, gene-regulatory systems in cells, ecological systems and many more. I see all of these systems as networks that can be studied with the similar sets of tools and theories.

All of the above-mentioned systems, and many others, have been studied extensively using networks where the nodes (people, cities, genes, ...) are either connected by a pairwise link or not (friendship, road, regulatory relationship). This approach has been extremely successful. However, this abstraction discards a lot of important information about the system. For example, social networks have multiple types of relationships of varying strengths and they are inherently dynamic. Including such information greatly increases our understanding of these systems and processes on them, for example, how disease spreads on social networks. These types of more realistic networks are the focus point of my research.

Full researcher profile

Areas of expertise

Social networks, Complex systems, network science

Research groups

  • Computer Science Professors, Professor (Associate Professor)
  • Computer Science - Complex Systems (Cxsys) - Research area, Professor (Associate Professor)
  • Professorship Kivelä Mikko, Professor (Associate Professor)

Publications

Hilde Kjelgaard Brustad, Jørgen E. Midtbø, Gianpaolo Scalia Tomba, Mikko Kivelä, Fredrik Alexander Gregersen, Laura Alessandretti 2025 Data Science for Transportation

Abbas K. Rizi, Leah Keating, James P. Gleeson, David O'Sullivan, Mikko Kivelä 2024 Physical Review E

Abbas K. Rizi, Mikko Kivelä, Riccardo Michielan, Clara Stegehuis 2024 arXiv.org

Tarmo Nurmi, Arash Badie Modiri, Corinna Coupette, Mikko Kivelä 2024 Journal of Open Source Software

Tarmo Nurmi, Mikko Kivela 2024 IEEE Transactions on Network Science and Engineering

Mikhail Shubin, Hilde Kjelgaard Brustad, Jørgen Eriksson Midtbø, Felix Günther, Laura Alessandretti, Tapio Ala-Nissila, Gianpaolo Scalia Tomba, Mikko Kivelä, Louis Yat Hin Chan, Lasse Leskelä 2024 PLoS computational biology

Yan Xia, Antti Gronow, Arttu Malkamäki, Tuomas Ylä-Anttila, Barbara Keller, Mikko Kivelä 2024 EPJ Data Science

Arash Badie-Modiri, Mikko Kivelä 2023 SoftwareX

Kęstutis Baltakys, Juho Kanniainen, Jari Saramäki, Mikko Kivelä 2023 Journal of Economic Behavior and Organization

Sara Heydari, Zhiren Huang, Takayuki Hiraoka, Alejandro Ponce de Leon Chavez, Tapio Ala-Nissila, Lasse Leskelä, Mikko Kivelä, Jari Saramäki 2023 Travel Behaviour and Society