Inferring causation from time series in Earth system sciences J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... Nature communications 10 (1), 2553, 2019 | 760 | 2019 |
Bridging the gap between complexity science and clinical practice by formalizing idiographic theories: a computational model of functional analysis J Burger, DC van der Veen, DJ Robinaugh, R Quax, H Riese, ... BMC medicine 18, 1-18, 2020 | 94 | 2020 |
Information dissipation as an early-warning signal for the Lehman Brothers collapse in financial time series R Quax, D Kandhai, PMA Sloot Scientific reports 3 (1), 1898, 2013 | 90 | 2013 |
The diminishing role of hubs in dynamical processes on complex networks R Quax, A Apolloni, PMA Sloot Journal of The Royal Society Interface 10 (88), 20130568, 2013 | 58 | 2013 |
Complex agent networks explaining the HIV epidemic among homosexual men in Amsterdam S Mei, PMA Sloot, R Quax, Y Zhu, W Wang Mathematics and Computers in Simulation 80 (5), 1018-1030, 2010 | 58 | 2010 |
Understanding the impact of exposure to adverse socioeconomic conditions on chronic stress from a complexity science perspective L Crielaard, M Nicolaou, A Sawyer, R Quax, K Stronks BMC medicine 19, 1-20, 2021 | 57 | 2021 |
Foreseeing the future of mutualistic communities beyond collapse JJ Lever, IA van de Leemput, E Weinans, R Quax, V Dakos, EH van Nes, ... Ecology letters 23 (1), 2-15, 2020 | 55 | 2020 |
Quantifying synergistic information using intermediate stochastic variables R Quax, O Har-Shemesh, PMA Sloot Entropy 19 (2), 85, 2017 | 53 | 2017 |
Increasing risk behaviour can outweigh the benefits of antiretroviral drug treatment on the HIV incidence among men-having-sex-with-men in Amsterdam S Mei, R Quax, D van de Vijver, Y Zhu, PMA Sloot BMC infectious diseases 11, 1-9, 2011 | 46 | 2011 |
Inferring causation from time series in Earth system sciences, Nat. Commun., 10, 2553 J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... | 41 | 2019 |
Refining the causal loop diagram: A tutorial for maximizing the contribution of domain expertise in computational system dynamics modeling. L Crielaard, JF Uleman, BDL Châtel, S Epskamp, P Sloot, R Quax Psychological methods 29 (1), 169, 2024 | 39 | 2024 |
Mapping the multicausality of Alzheimer’s disease through group model building JF Uleman, RJF Melis, R Quax, EA van der Zee, D Thijssen, M Dresler, ... Geroscience 43, 829-843, 2021 | 39 | 2021 |
Evaluating the performance of multivariate indicators of resilience loss E Weinans, R Quax, EH van Nes, IA Leemput Scientific Reports 11 (1), 9148, 2021 | 37 | 2021 |
How exposure to chronic stress contributes to the development of type 2 diabetes: A complexity science approach N Merabet, PJ Lucassen, L Crielaard, K Stronks, R Quax, PMA Sloot, ... Frontiers in Neuroendocrinology 65, 100972, 2022 | 30 | 2022 |
Finding the direction of lowest resilience in multivariate complex systems E Weinans, JJ Lever, S Bathiany, R Quax, J Bascompte, EH Van Nes, ... Journal of the Royal Society Interface 16 (159), 20190629, 2019 | 29 | 2019 |
Luminescence and density banding patterns in massive Porites corals around the Thai‐Malay Peninsula, Southeast Asia JTI Tanzil, JN Lee, BE Brown, R Quax, JA Kaandorp, JM Lough, PA Todd Limnology and Oceanography 61 (6), 2003-2026, 2016 | 26 | 2016 |
Social norms and obesity prevalence: from cohort to system dynamics models L Crielaard, P Dutta, R Quax, M Nicolaou, N Merabet, K Stronks, ... Obesity Reviews 21 (9), e13044, 2020 | 23 | 2020 |
Information processing as a paradigm to model and simulate complex systems P Sloot, R Quax | 23 | 2012 |
Towards understanding the behavior of physical systems using information theory R Quax, A Apolloni, PMA Sloot The European Physical Journal Special Topics 222 (6), 1389-1401, 2013 | 18 | 2013 |
Information geometric analysis of phase transitions in complex patterns: the case of the Gray-Scott reaction–diffusion model O Har-Shemesh, R Quax, AG Hoekstra, PMA Sloot Journal of Statistical Mechanics: Theory and Experiment 2016 (4), 043301, 2016 | 16 | 2016 |