Institution · Complexity Science Hub
Most cited papers from Complexity Science Hub
What are the most cited papers from Complexity Science Hub?
The most cited paper from Complexity Science Hub is "Networks beyond pairwise interactions: Structure and dynamics" (Federico Battiston, Giulia Cencetti, Iacopo Iacopini et al., 2020), with 1,596 citations. Next come "Ranking the effectiveness of worldwide COVID-19 government interventions" (1,481) and "Variability in the analysis of a single neuroimaging dataset by many teams" (1,226).
Showing 50 of 58 papers. Every paper with more than 135 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Networks beyond pairwise interactions: Structure and dynamics Federico Battiston, Giulia Cencetti, Iacopo Iacopini et al. · Physics Reports | 13 Jun 2020 | 1,596 |
| 2 | Ranking the effectiveness of worldwide COVID-19 government interventions Nils Haug, Lukas Geyrhofer, Alessandro Londei et al. · Nature Human Behaviour | 16 Nov 2020 | 1,481 |
| 3 | Variability in the analysis of a single neuroimaging dataset by many teams Rotem Botvinik‐Nezer et al. · Nature | 20 May 2020 | 1,226 |
| 4 | Networks beyond pairwise interactions: Structure and dynamics Battiston, F, Cencetti, G, Iacopini, I et al. · UCL Discovery (University College London) | 25 Aug 2020 | 1,219 |
| 5 | The physics of higher-order interactions in complex systems Federico Battiston, Enrico Amico, Alain Barrat et al. · Nature Physics | Oct 2021 | 956 |
| 6 | Simplicial models of social contagion Iacopo Iacopini, Giovanni Petri, Alain Barrat et al. · Nature Communications | 6 Jun 2019 | 885 |
| 7 | Robustness and resilience of complex networks Oriol Artime, Marco Grassia, Manlio De Domenico et al. · Nature Reviews Physics | 8 Jan 2024 | 657 |
| 8 | Social physics Marko Jusup, Petter Holme, Kiyoshi Kanazawa et al. · Physics Reports | 11 Jan 2022 | 647 |
| 9 | Contact with blue-green spaces during the COVID-19 pandemic lockdown beneficial for mental health Sarai Pouso, Ángel Borja, Lora E. Fleming et al. · The Science of The Total Environment | 25 Nov 2020 | 615 |
| 10 | Supply and demand shocks in the COVID-19 pandemic: an industry and occupation perspective R Maria del Rio-Chanona, Penny Mealy, Anton Pichler et al. · Oxford Review of Economic Policy | 2020 | 582 |
| 11 | Evolutionary dynamics of higher-order interactions in social networks Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda et al. · Nature Human Behaviour | 4 Jan 2021 | 577 |
| 12 | Dynamics on higher-order networks: a review Soumen Majhi, Matjaž Perc, Dibakar Ghosh · Journal of The Royal Society Interface | Mar 2022 | 562 |
| 13 | Artificial intelligence, systemic risks, and sustainability Victor Galaz, Miguel Ángel Centeno, Peter W. Callahan et al. · Technology in Society | 17 Sep 2021 | 488 |
| 14 | Associations between green/blue spaces and mental health across 18 countries Mathew P. White, Lewis Roland Elliott, James Grellier et al. · Scientific Reports | 26 Apr 2021 | 488 |
| 15 | Network science of biological systems at different scales: A review Marko Gosak, Rene Markovič, Jurij Dolenšek et al. · Physics of Life Reviews | 3 Nov 2017 | 439 |
| 16 | Why rankings of biomedical image analysis competitions should be interpreted with care Lena Maier‐Hein et al. · Nature Communications | 30 Nov 2018 | 385 |
| 17 | PONTIAC (NT-proBNP Selected PreventiOn of cardiac eveNts in a populaTion of dIabetic patients without A history of Cardiac disease) M Huelsmann, Stephanie Neuhold, Michael Resl et al. · Journal of the American College of Cardiology | 27 Jun 2013 | 381 |
| 18 | Signal propagation in complex networks Peng Ji, Jiachen Ye, Yu Mu et al. · Physics Reports | 5 Apr 2023 | 363 |
| 19 | Reputation and reciprocity Chengyi Xia, Juan Wang, Matjaž Perc et al. · Physics of Life Reviews | 10 May 2023 | 337 |
| 20 | Mathematical foundations of moral preferences Valerio Capraro, Matjaž Perc · Journal of The Royal Society Interface | Feb 2021 | 316 |
| 21 | Chimeras Fatemeh Parastesh, Sajad Jafari, Hamed Azarnoush et al. · Physics Reports | 31 Oct 2020 | 293 |
| 22 | Quantitative historical analysis uncovers a single dimension of complexity that structures global variation in human social organization Peter Turchin et al. · Proceedings of the National Academy of Sciences | 21 Dec 2017 | 290 |
| 23 | Cardiovascular biomarkers in patients with cancer and their association with all-cause mortality Noémi Pávó et al. · Heart | 28 Sep 2015 | 275 |
| 24 | Digital Entrepreneurship and its Role in Innovation Systems: A Systematic Literature Review as a Basis for Future Research Avenues for Sustainable Transitions Liliya Satalkina, Gerald Steiner · Sustainability | Apr 2020 | 252 |
| 25 | Forecasting COVID-19 Matjaž Perc, Nina Gorišek Miksić, Mitja Slavinec et al. · Frontiers in Physics | 8 Apr 2020 | 241 |
| 26 | Quantifying reputation and success in art Samuel P. Fraiberger, Roberta Sinatra, Magnus Resch et al. · Science | 8 Nov 2018 | 221 |
| 27 | Collective Emotions and Social Resilience in the Digital Traces After a Terrorist Attack David García, Bernard Rimé · Psychological Science | 13 Mar 2019 | 217 |
| 28 | Viral variant-resolved wastewater surveillance of SARS-CoV-2 at national scale Fabian Amman et al. · Nature Biotechnology | 18 Jul 2022 | 210 |
| 29 | Hot streaks in artistic, cultural, and scientific careers Lu Liu, Yang Wang, Roberta Sinatra et al. · Nature | Jul 2018 | 198 |
| 30 | Communicating sentiment and outlook reverses inaction against collective risks Zhen Wang, Marko Jusup, Hao Guo et al. · Proceedings of the National Academy of Sciences | 15 Jul 2020 | 185 |
| 31 | Social and juristic challenges of artificial intelligence Matjaž Perc, Mahmut Özer, Janja Hojnik · Humanities and Social Sciences Communications | 25 Jun 2019 | 184 |
| 32 | Social Drivers and Algorithmic Mechanisms on Digital Media H. Metzler, David García · Perspectives on Psychological Science | 19 Jul 2023 | 178 |
| 33 | Association of Increased Youth Suicides in the United States With the Release of13 Reasons Why Thomas Niederkrotenthaler, Steven John Stack, Benedikt Till et al. · JAMA Psychiatry | 29 May 2019 | 178 |
| 34 | Using reinforcement learning models in social neuroscience: frameworks, pitfalls and suggestions of best practices Lei Zhang, Lukas Lengersdorff, Nace Mikuš et al. · Social Cognitive and Affective Neuroscience | Jun 2020 | 176 |
| 35 | General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models Christoph Molnar, Gunnar König, Julia Herbinger et al. · Lecture notes in computer science | 2022 | 172 |
| 36 | Collective Emotions Amit Goldenberg, David García, Eran Halperin et al. · Current Directions in Psychological Science | 24 Feb 2020 | 169 |
| 37 | Grand Challenges in Social Physics: In Pursuit of Moral Behavior Valerio Capraro, Matjaž Perc · Frontiers in Physics | 11 Oct 2018 | 167 |
| 38 | Homophily and minority-group size explain perception biases in social networks Eun Lee, Fariba Karimi, Claudia M. Wagner et al. · Nature Human Behaviour | 12 Aug 2019 | 162 |
| 39 | Critical Fluctuations as an Early-Warning Signal for Sudden Gains and Losses in Patients Receiving Psychotherapy for Mood Disorders Merlijn Olthof, Fred Hasselman, Guido Strunk et al. · Clinical Psychological Science | 24 Sep 2019 | 160 |
| 40 | History of art paintings through the lens of entropy and complexity Higor Y. D. Sigaki, Matjaž Perc, Haroldo Valentin Ribeiro · Proceedings of the National Academy of Sciences | 27 Aug 2018 | 160 |
| 41 | The stochastic thermodynamics of computation David H. Wolpert · Journal of Physics A Mathematical and Theoretical | 19 Feb 2019 | 159 |
| 42 | Synchronization in Hindmarsh–Rose neurons subject to higher-order interactions Fatemeh Parastesh, Mahtab Mehrabbeik, Karthikeyan Rajagopal et al. · Chaos An Interdisciplinary Journal of Nonlinear Science | 2022 | 158 |
| 43 | A network-based explanation of why most COVID-19 infection curves are linear Stefan Thurner, Peter Michael Klimek, Rudolf Hanel · Proceedings of the National Academy of Sciences | 24 Aug 2020 | 158 |
| 44 | Nature-based biopsychosocial resilience: An integrative theoretical framework for research on nature and health Mathew P. White et al. · Environment International | 26 Sep 2023 | 157 |
| 45 | Correlates of COVID-19 vaccine hesitancy in Austria: trust and the government Eva S. Schernhammer, Jakob Weitzer, Manfred D. Laubichler et al. · Journal of Public Health | Apr 2021 | 156 |
| 46 | Epidemics on multilayer simplicial complexes Junfeng Fan, Qian Yin, Chengyi Xia et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences | May 2022 | 151 |
| 47 | Economic forecasting with an agent-based model Sebastian Poledna, Michael Miess, Cars Hommes et al. · European Economic Review | 17 Oct 2022 | 146 |
| 48 | Inequality is rising where social network segregation interacts with urban topology Gergő Tóth, Johannes Wachs, Riccardo Di Clemente et al. · Nature Communications | 18 Feb 2021 | 145 |
| 49 | Measuring algorithmically infused societies Claudia M. Wagner, Markus Strohmaier, Alexandra Olteanu et al. · Nature | 30 Jun 2021 | 144 |
| 50 | Econophysics and sociophysics: Their milestones & challenges Ryszard Kutner, Marcel Ausloos, DARIUSZ K. GRECH et al. · Physica A Statistical Mechanics and its Applications | 12 Oct 2018 | 142 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.