Publications of the CSL group

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2023

• Article
  A. W. van Beurden, J. M. Meylahn, S. Achterhof, R. Buijink, A. Olde Engberink, S. Michel, J. H. Meijer, and J. H. T. Rohling. Reduced Plasticity in Coupling Strength in the Aging SCN Clock as Revealed by Kuramoto Modeling. Journal of biological rhythms 38(5), pp. 461-475.
  Abstract Citation Links
• Article
  K. van der Zwet, A. I. Barros, T. M. van Engers, and P. M. A. Sloot. Promises and pitfalls of computational modelling for insurgency conflicts. The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology 20(3), pp. 333-350.
  Abstract Citation Links
• Proceedings
  Y. Demchenko, V. Degeler, A. Opresu, and S. Brewer. Professional and 21st Century Skills for Data Driven Digital Economy. In: 2023 IEEE Global Engineering Education Conference (EDUCON). ISBN 9798350399431. pp. 847-854.
  Abstract Citation Links
• Proceedings
  J. Mikyška, C. de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Preface. In: Computational Science – ICCS 2023. ISBN 9783031359958. I, pp. v-vi.
  Citation Links
• Proceedings
  J. Mikyška, C. de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Preface. In: Computational Science – ICCS 2023. ISBN 9783031360213. II, pp. v-vi.
  Citation Links
• Proceedings
  Jiří Mikyška, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot. Preface. In: 24th International Conference on Computational Science, ICCS 2024. pp. v-vi.
  Citation
• Article
  Jiří Mikyška, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot. Preface. Lecture Notes in Computer Science 14076 LNCS, pp. v-vi.
  Citation
• Article
  Jiří Mikyška, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot. Preface. Lecture Notes in Computer Science 14075 LNCS, pp. V-Vi.
  Citation
• Article
  M. Klöwer, P. V. Coveney, E. A. Paxton, and T. N. Palmer. Periodic orbits in chaotic systems simulated at low precision. Scientific Reports 13, 11410.
  Abstract Citation Links
• Article
  S. Wang, X. Chen, Z. Xiao, A. Szolnoki, and V. V. Vasconcelos. Optimization of institutional incentives for cooperation in structured populations. Journal of the Royal Society Interface 20(199), 20220653.
  Abstract Citation Links
• Article
  B. Nottrot, E. Folmer, D. Roy, B. Scheer, and P. Merx. Multi-unit building address geocoding: An approach without indoor location reference data. Transactions in GIS 27(1), pp. 57-83.
  Abstract Citation Links
• Proceedings
  Roland V. Bumbuc, Vehpi Yildirim, and M. Vivek Sheraton. Modelling the Interplay Between Chronic Stress and Type 2 Diabetes On-Set. In: Computational Science – ICCS 2023. ISBN 9783031360206. II, pp. 330-338.
  Abstract Citation Links
• Article
  M. Boersma, J. Wolsink, S. Sourabh, L. A. Hoogduin, and D. Kandhai. Measure cross-sectoral structural similarities from financial networks. Scientific Reports 13, 7124.
  Abstract Citation Links
• Proceedings
  C. Dupont and D. Roy. Manifold Analysis for High-Dimensional Socio-Environmental Surveys. In: Computational Science – ICCS 2023. ISBN 9783031360275. IV, pp. 25-39.
  Abstract Citation Links
• Article
  A. P. Bhati, A. Hoti, A. Potterton, M. K. Bieniek, and P. V. Coveney. Long Time Scale Ensemble Methods in Molecular Dynamics: Ligand-Protein Interactions and Allostery in SARS-CoV-2 Targets. Journal of Chemical Theory and Computation 19(11), pp. 3359-3378.
  Abstract Citation Links
• Article
  A. Gabel, V. Klein, R. Valperga, J. S. W. Lamb, K. Webster, R. Quax, and E. Gavves. Learning Lie Group Symmetry Transformations with Neural Networks. Proceedings of Machine Learning Research 221, pp. 50-59.
  Abstract Citation Links
• Article
  J. L. Suter, M. Vassaux, and P. V. Coveney. Large-scale molecular dynamics elucidates the mechanics of reinforcement in graphene-based composites. Advanced materials 35(35), e2302237.
  Abstract Citation Links
• Article
  S. Kakhaia, P. Zun, D. Ye, and V. Krzhizhanovskaya. Inverse uncertainty quantification of a mechanical model of arterial tissue with surrogate modelling. Reliability Engineering & System Safety 238, 109393.
  Abstract Citation Links
• Article
  W. Barfuss and J. M. Meylahn. Intrinsic fluctuations of reinforcement learning promote cooperation. Scientific Reports 13, 1309.
  Abstract Citation Links
• Article
  C. J. Spieker, G. Závodszky, C. Mouriaux, P. H. Mangin, and A. G. Hoekstra. Initial platelet aggregation in the complex shear environment of a punctured vessel model. Physics of Fluids 35(7), 071904.
  Abstract Citation Links
• Proceedings
  A. Fuertes Blanco, Z. Shi, D. Roy, and Z. Zhao. Improving the Resiliency of Decentralized Crowdsourced Blockchain Oracles. In: Computational Science – ICCS 2023. ISBN 9783031359958. I, pp. 3-17.
  Abstract Citation Links
• Article
  K. Ly, Y. Kashnitsky, S. Chamezopoulos, and V. Krzhizhanovskaya. Improving Article Classification with Edge-Heterogeneous Graph Neural Networks.
  Abstract Citation Links
• Article
  Y. Hao, G. Závodszky, C. Tersteeg, M. Barzegari, and A. G. Hoekstra. Image-based flow simulation of platelet aggregates under different shear rates. PLoS Computational Biology 19(7), e1010965.
  Abstract Citation Links
• Article
  Haibin Qian, Selami Baglamis, Fumei Redeker, Julia Raaijman, Ron A. Hoebe, Vivek M. Sheraton, Louis Vermeulen, and Przemek M. Krawczyk. High-Content and High-Throughput Clonogenic Survival Assay Using Fluorescence Barcoding. Cancers 15(19), 4772.
  Abstract Citation Links
• Article
  J. W. S. McCullough and P. V. Coveney. High resolution simulation of basilar artery infarct and flow within the circle of Willis. Scientific Reports 13, 21665.
  Abstract Citation Links
• Proceedings
  V. Bazyleva, V. M. Garibay, and D. Roy. Global Sensitivity Analysis Using Polynomial Chaos Expansion on the Grassmann Manifold. In: Computational Science – ICCS 2023. ISBN 9783031360305. V, pp. 583-597.
  Abstract Citation Links
• Article
  D. Groen, H. Arabnejad, D. Suleimenova, W. Edeling, Erwan Raffin, Y. Xue, K. Bronik, N. Monnier, and P. V. Coveney. FabSim3: An automation toolkit for verified simulations using high performance computing. Computer Physics Communications 283, 108596.
  Abstract Citation Links
• Article
  J. F. Uleman, R. J. F. Melis, A. G. Hoekstra, M. G. M. Olde Rikkert, and R. Quax. Exploring the potential impact of multi-factor precision interventions in Alzheimer's disease with system dynamics. Journal of Biomedical Informatics 145, 104462.
  Abstract Citation Links
• Article
  S. Wan, A. P. Bhati, A. D. Wade, and P. V. Coveney. Ensemble-Based Approaches Ensure Reliability and Reproducibility. Journal of Chemical Information and Modeling 63(22), pp. 6959-6963.
  Abstract Citation Links
• Proceedings
  M. H. N. Yousefi, V. Degeler, and A. Lazovik. Empowering Machine Learning Development with Service-Oriented Computing Principles. In: Service-Oriented Computing - 17th Symposium and Summer School, SummerSOC 2023, Revised Selected Papers. ISBN 9783031457289. pp. 24-44.
  Abstract Citation Links
• Article
  A. R. Schuurman, P. M. A. Sloot, W. J. Wiersinga, and T. van der Poll. Embracing complexity in sepsis. Critical Care 27, 102.
  Abstract Citation Links
• Article
  I. Zacharoudiou, J. W. S. McCullough, and P. V. Coveney. Development and performance of a HemeLB GPU code for human-scale blood flow simulation. Computer Physics Communications 282(108548), 108548.
  Abstract Citation Links
• Proceedings
  J. Nevin, P. Groth, and M. Lees. Data Integration Landscapes. In: Computational Science – ICCS 2023. ISBN 9783031359958. I, pp. 494-508.
  Abstract Citation Links
• Article
  J. R. Helmus and R. Wolbertus. Cooperative behaviour at public electric vehicle charging stations. Travel Behaviour and Society 32, 100572.
  Abstract Citation Links
• PhD Thesis
  K. van der Zwet. Computational models of emergent organisation in conflict environments. ISBN 9789464731811. Supervised by P. M. A. Sloot, T. M. van Engers, and A. I. Barros.
  Abstract Citation Links
• Article
  S. Wan, A. P. Bhati, and P. V. Coveney. Comparison of Equilibrium and Nonequilibrium Approaches for Relative Binding Free Energy Predictions. Journal of Chemical Theory and Computation 19(21), pp. 7846-7860.
  Abstract Citation Links
• Proceedings
  J. Kwak, M. H. Lees, and W. Cai. Characterization of Pedestrian Contact Interaction Trajectories. In: Computational Science – ICCS 2023. ISBN 9783031359958. I, pp. 18-32.
  Abstract Citation Links
• Article
  A. Mutlu, D. Roy, and T. Filatova. Capitalized value of evolving flood risks discount and nature-based solution premiums on property prices. Ecological Economics 205, 107682.
  Abstract Citation Links
• Proceedings
  J. van Dijk, G. Zavodszky, A.-L. Varbanescu, A. D. Pimentel, and A. Hoekstra. Building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations. In: Parallel Processing and Applied Mathematics. ISBN 9783031304422. I, pp. 183-196.
  Abstract Citation Links
• Article
  R. A. Manzuk, A. C. Maloof, J. A. Kaandorp, and M. Webster. Branching archaeocyaths as ecosystem engineers during the Cambrian radiation. Geobiology 21(1), pp. 66-85.
  Abstract Citation Links
• Article
  T. Weaving, A. Ralli, W. M. Kirby, P. J. Love, S. Succi, and P. V. Coveney. Benchmarking noisy intermediate scale quantum error mitigation strategies for ground state preparation of the HCl molecule. Physical Review Research 5(4), 043054.
  Abstract Citation Links
• Article
  Rémy Petkantchin, Alexandre Rousseau, Omer Eker, Karim Zouaoui Boudjeltia, Franck Raynaud, Bastien Chopard, Alfons Hoekstra, Raymond Padmos, Victor Azizi, Claire Miller, and Max van der Kolk. Author Correction: A simplified mesoscale 3D model for characterizing fibrinolysis under flow conditions. Scientific Reports 13, 20369.
  Abstract Citation Links
• Article
  L. Wang, A. C. Pronk, E. P. van Poelgeest, R. Briggs, J. A. H. R. Claassen, S. Jansen, M. Klop, F. J. de Lange, C. C. G. M. Meskers, V. J. J. Odekerken, S. J. Payne, M. C. Trappenburg, R. D. Thijs, J. F. Uleman, A. G. Hoekstra, and N. van der Velde. Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk. GeroScience 45(4), pp. 2743-2755.
  Abstract Citation Links
• Article
  J. Nevin, P. Groth, and M. Lees. An approach for analysing the impact of data integration on complex network diffusion models. Journal of complex networks 11(4), cnad025.
  Abstract Citation Links
• Article
  T. Weaving, A. Ralli, W. M. Kirby, A. Tranter, P. J. Love, and P. V. Coveney. A stabilizer framework for the Contextual Subspace Variational Quantum Eigensolver and the noncontextual projection ansatz. Journal of Chemical Theory and Computation 19(3), pp. 808-821.
  Abstract Citation Links
• Article
  R. Petkantchin, A. Rousseau, O. Eker, K. Zouaoui Boudjeltia, F. Raynaud, B. Chopard, A. Hoekstra, R. Padmos, V. Azizi, C. Miller, and M. van der Kolk. A simplified mesoscale 3D model for characterizing fibrinolysis under flow conditions. Scientific Reports 13, 13681.
  Abstract Citation Links
• Article
  A. O. Rydin, Y. Milaneschi, R. Quax, J. Li, J. A. Bosch, R. A. Schoevers, E. J. Giltay, B. W. J. H. Penninx, and F. Lamers. A network analysis of depressive symptoms and metabolomics. Psychological Medicine 53(15), pp. 7385-7394.
  Abstract Citation Links
• Article
  V. Yildirim, V. M. Sheraton, R. Brands, L. Crielaard, R. Quax, N. A. W. van Riel, K. Stronks, M. Nicolaou, and P. M. A. Sloot. A data-driven computational model for obesity-driven diabetes onset and remission through weight loss. iScience 26(11), 108324.
  Abstract Citation Links
• Proceedings
  A. Koloi, V. S. Loukas, A. Sakellarios, J. A. Bosch, R. Quax, K. Nowakowska, N. Tachos, J. Kaźmierski, C. Papaloukas, and D. Fotiadis. A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders. In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). ISBN 9798350324471. pp. 3630-3633.
  Abstract Citation Links
• Article
  J. Hoencamp, S. Jain, and D. Kandhai. A Semi-Static Replication Method for Bermudan Swaptions under an Affine Multi-Factor Model. Risks 11(10), 168.
  Abstract Citation Links
• Proceedings
  Selami Baglamis, Joyaditya Saha, Maartje van der Heijden, Dani Ë. L. M. Miedema, D. É. Mi. van Gent, Przemek M. Krawczyk, Louis Vermeulen, and Vivek M. Sheraton. A Novel High-Throughput Framework to Quantify Spatio-Temporal Tumor Clonal Dynamics. In: Computational Science – ICCS 2023. ISBN 9783031360237. III, pp. 345-359.
  Abstract Citation Links

2022

• Article
  Z. Qiu, B. Espinoza, V. V. Vasconcelos, C. Chen, S. M. Constantino, S. A. Crabtree, L. Yang, A. Vullikanti, J. Chen, J. Weibull, K. Basu, A. Dixit, S. A. Levin, and M. V. Marathe. Understanding the coevolution of mask wearing and epidemics. Proceedings of the National Academy of Sciences 119(26), e2123355119.
  Abstract Citation Links
• Article
  J. Helmus, M. Lees, and R. van den Hoed. Understanding Complexity in Charging Infrastructure through the Lens of Social Supply–Demand Systems. World Electric Vehicle Journal 13(3), 44.
  Abstract Citation Links
• Article
  D. Ye, P. Zun, V. Krzhizhanovskaya, and A. G. Hoekstra. Uncertainty quantification of a three-dimensional in-stent restenosis model with surrogate modelling. Journal of the Royal Society Interface 19(187), 20210864.
  Abstract Citation Links
• Article
  A. A. Yakusheva, K. R. Butov, G. A. Bykov, G. Závodszky, A. Eckly, F. I. Ataullakhanov, C. Gachet, M. A. Panteleev, and P. H. Mangin. Traumatic vessel injuries initiating hemostasis generate high shear conditions. Blood Advances 6(16), pp. 4834-4846.
  Abstract Citation Links
• Proceedings
  M. Lotfian Delouee, B. Koldehofe, and V. Degeler. Towards adaptive quality-aware Complex Event Processing in the Internet of Things. In: 2022 18th International Conference on Mobility, Sensing and Networking : MSN 2022. ISBN 9781665464574. pp. 571-575.
  Abstract Citation Links
• Article
  B. Czaja, J. de Bouter, M. Heisler, G. Závodszky, S. Karst, M. Sarunic, D. Maberley, and A. Hoekstra. The effect of stiffened diabetic red blood cells on wall shear stress in a reconstructed 3D microaneurysm. Computer methods in biomechanics & biomedical engineering 25(15), pp. 1691-1709.
  Abstract Citation Links
• Article
  J. H. Hoencamp, J. P. de Kort, and B. D. Kandhai. The Impact of Stochastic Volatility on Initial Margin and MVA for Interest Rate Derivatives. Applied Mathematical Finance 29(2), pp. 141-179.
  Abstract Citation Links
• Article
  P. P. M. van Zuijlen, H. I. K. Korkmaz, V. M. Sheraton, T. M. Haanstra, A. Pijpe, A. de Vries, C. H. van der Vlies, E. Bosma, E. de Jong, E. Middelkoop, F. J. Vermolen, and P. M. A. Sloot. The Future of Burn Care From a Complexity Science Perspective. Journal of Burn Care & Research 43(6), pp. 1312-1321.
  Abstract Citation Links
• PhD Thesis
  D. Ye. Surrogate modelling and uncertainty quantification for multiscale simulation. Supervised by A. G. Hoekstra and V. Krzhizhanovskaya.
  Abstract Citation Links
• Report
  L. Quinlan, M. Reeves, D. Purser, S. Levin, and V. V. Vasconcelos. Strategies of Change.
  Abstract Citation Links
• Article
  L. Yang, S. M. Constantino, B. T. Grenfell, E. U. Weber, S. A. Levin, and V. V. Vasconcelos. Sociocultural determinants of global mask-wearing behavior. Proceedings of the National Academy of Sciences 119(41), e2213525119.
  Abstract Citation Links
• Proceedings
  R. Riesebos, V. Degeler, and A. Tello. Smartphone-Based Real-Time Indoor Positioning Using BLE Beacons. In: 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE 2022). ISBN 9781665490429. pp. 1281-1288.
  Abstract Citation Links
• Proceedings
  B. Su, J. Kwak, A. R. Pourghaderi, M. H. Lees, K. B. K. Tan, S. Y. Loo, I. S. Y. Chua, J. L. J. Quah, W. Cai, and M. E. H. Ong. Simulation-Based Analysis of Evacuation Elevator Allocation for a Multi-Level Hospital Emergency Department. In: Proceedings of the 2022 Winter Simulation Conference. ISBN 9781665476614. pp. 358-369.
  Abstract Citation Links
• Article
  V. V. Vasconcelos, S. M. Constantino, A. Dannenberg, M. Lumkowsky, E. Weber, and S. Levin. Segregation and clustering of preferences erode socially beneficial coordination. IAS Review 3, 3.2.
  Citation Links
• Article
  H. I. Korkmaz, F. B. Niessen, A. Pijpe, V. M. Sheraton, F. J. Vermolen, P. A. J. Krijnen, H. W. M. Niessen, P. M. A. Sloot, E. Middelkoop, S. Gibbs, and P. P. M. van Zuijlen. Scar formation from the perspective of complexity science. Journal of Wound Care 31(2), pp. 178-184.
  Abstract Citation Links
• Article
  C. Ramírez-Portilla, I. M. Bieger, R. G. Belleman, T. Wilke, J.-F. Flot, A. H. Baird, S. Harii, F. Sinniger, and J. A. Kaandorp. Quantitative three-dimensional morphological analysis supports species discrimination in complex-shaped and taxonomically challenging corals. Frontiers in Marine Science 9, 955582.
  Abstract Citation Links
• Article
  V. V. Vasconcelos, A. Dannenberg, and S. A. Levin. Punishment institutions selected and sustained through voting and learning. Nature Sustainability 5(7), p. 578–585.
  Abstract Citation Links
• Proceedings
  D. Groen, C. de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Preface. In: Computational Science – ICCS 2022. ISBN 9783031087578. III, pp. v-vi.
  Citation Links
• Proceedings
  D. Groen, C. de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Preface. In: Computational Science – ICCS 2022. ISBN 9783031087547. II, pp. v-vi.
  Citation Links
• Proceedings
  D. Groen, C. de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Preface. In: Computational Science – ICCS 2022. ISBN 9783031087516. I, pp. v-vi.
  Citation Links
• Proceedings
  D. Groen, C de Mulatier, M. Paszynski, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Preface. In: Computational Science – ICCS 2022. ISBN 9783031087608. IV, pp. v-vi.
  Citation Links
• Article
  K. B. S. Huth, A. Finnemann, M. W. J. van den Ende, and P. M. A. Sloot. No robust relation between larger cities and depression. Proceedings of the National Academy of Sciences 119(2), e2118943118.
  Abstract Citation Links
• Article
  G. Spini, E. Mancini, T. Attema, M. Abspoel, J. de Gier, S. Fehr, T. Veugen, M. van Heesch, D. Worm, A. De Luca, R. Cramer, and P. M. A. Sloot. New Approach to Privacy-Preserving Clinical Decision Support Systems for HIV Treatment. Journal of medical systems 46(12), 84.
  Abstract Citation Links
• Article
  Q. Palazzo, M. Stagioni, S. Raaijmakers, R. G. Belleman, F. Prada, J. U. Hammel, S. Fermani, J. Kaandorp, S. Goffredo, and G. Falini. Multiscale analysis on otolith structural features reveals differences in ontogenesis and sex in Merluccius merluccius in the western Adriatic Sea. Royal Society Open Science 9(5), 211943.
  Abstract Citation Links
• Article
  P. Rutten, M. H. Lees, S. Klous, H. Heesterbeek, and P. M. A. Sloot. Modelling the dynamic relationship between spread of infection and observed crowd movement patterns at large scale events. Scientific Reports 12, 14825.
  Abstract Citation Links
• Article
  R. M. Padmos, N. Arrarte Terreros, T. I. Józsa, G. Závodszky, H. A. Marquering, C. B. L. M. Majoie, S. J. Payne, and A. G. Hoekstra. Modelling collateral flow and thrombus permeability during acute ischaemic stroke. Journal of the Royal Society Interface 19(195), 20220649.
  Abstract Citation Links
• Article
  E. Dignum, E. Athieniti, W. Boterman, A. Flache, and M. Lees. Mechanisms for increased school segregation relative to residential segregation: a model-based analysis. Computers, Environment and Urban Systems 93, 101772.
  Abstract Citation Links
• Article
  A. R. Pourghaderi, N. Kogtikov, M. H. Lees, W. Cai, P. P. Pek, A. Fu Wah Ho, W. Ming Ng, J. Kwak, A. Elgin White, S. Lynn Lim, S. Shao Wei Lam, and M. Eng Hock Ong. Maximum expected survival rate model for public access defibrillator placement. Resuscitation 170, pp. 213-221.
  Abstract Citation Links
• Article
  Q. Kimmerlin, S. Moog, A. Yakusheva, C. Ziessel, A. Eckly, M. Freund, G. Závodszky, Y. Knapp, P. Mangin, and F. Lanza. Loss of α4A- and β1-tubulins leads to severe platelet spherocytosis and strongly impairs hemostasis in mice. Blood 140(21), pp. 2290-2299.
  Abstract Citation Links
• Article
  K. P. Fung, K. Rogers, S. Hallifax, G. S. Woodside, D. Vogel, and L. E. Nacke. LightPlay: Using an External Ambient Lighting Strip for Video Game Indicators. Proceedings of the ACM on Human-Computer Interaction 6(CHI PLAY), 241.
  Abstract Citation Links
• Article
  J. M. Meylahn and A. V. den Boer. Learning to Collude in a Pricing Duopoly. Manufacturing and Service Operations Management 24(5), pp. 2577-2594.
  Abstract Citation Links
• Article
  L. Lang, P. Baudot, R. Quax, and P. Forré. Information Decomposition Diagrams Applied beyond Shannon Entropy: A Generalization of Hu's Theorem.
  Abstract Citation Links
• Article
  J. Kwak, M. H. Lees, W. Cai, A. R. Pourghaderi, and M. E. H. Ong. Influence of committed volunteers on helping behavior in emergency evacuations. Journal of Physics: Complexity 3(1), 015005.
  Abstract Citation Links
• Article
  L. Wang, E. P. van Poelgeest, A. C. Pronk, J. G. Daams, M. M. G. Leeflang, A. G. Hoekstra, and N. van der Velde. Impact of cardiovascular evaluations and interventions on fall risk in older adults: a protocol for a scoping review and evidence map. BMJ Open 12(4), e057959.
  Abstract Citation Links
• Article
  N. Merabet, P. J. Lucassen, L. Crielaard, K. Stronks, R. Quax, P. M. A. Sloot, S. E. la Fleur, and M. Nicolaou. How exposure to chronic stress contributes to the development of type 2 diabetes. Frontiers in Neuroendocrinology 65, 100972.
  Abstract Citation Links
• Proceedings
  Vivek M. Sheraton and Shijun Ma. Exploring Ductal Carcinoma In-Situ to Invasive Ductal Carcinoma Transitions Using Energy Minimization Principles. In: Computational Science - ICCS 2022. ISBN 9783031087509. I, pp. 375-388.
  Abstract Citation Links
• Article
  K. van der Zwet, A. I. Barros, T. M. van Engers, and P. M. A. Sloot. Emergence of protests during the COVID-19 pandemic: quantitative models to explore the contributions of societal conditions. Humanities and Social Sciences Communications 9, 68.
  Abstract Citation Links
• Article
  C. van Elteren, R. Quax, and P. Sloot. Dynamic importance of network nodes is poorly predicted by static structural features. Physica A : Statistical Mechanics and its Applications 593, 126889.
  Abstract Citation Links
• Article
  B. Mohr, K. Shmilovich, I. S. Kleinwächter, D. Schneider, A. L. Ferguson, and T. Bereau. Data-driven discovery of cardiolipin-selective small molecules by computational active learning. Chemical Science 13(16), pp. 4498-4511.
  Abstract Citation Links
• Article
  X. Zhou, A. Belloum, M. H. Lees, T. van Engers, and C. de Laat. Costly incentives design from an institutional perspective: cooperation, sustainability and affluence. Proceedings of the Royal Society A-Mathematical, Physical and Engineering Sciences 478(2265), 20220393.
  Abstract Citation Links
• Article
  S. V. Kovalchuk, V. V. Krzhizhanovskaya, M. Paszyński, D. Kranzlmüller, J. Dongarra, and P. M. A. Sloot. Computational science for a better future. Journal of Computational Science 62, 101745.
  Citation Links
• Article
  I. Kleinwächter, B. Mohr, A. Joppe, N. Hellmann, T. Bereau, H. D. Osiewacz, and D. Schneider. CLiB - a novel cardiolipin-binder isolated via data-driven and in vitro screening. RSC Chemical Biology 3(7), pp. 941-954.
  Abstract Citation Links
• Article
  D. Wangpraseurt, Y. Sun, S. You, S.-T. Chua, S. K. Noel, H. F. Willard, D. B. Berry, A. M. Clifford, S. Plummer, Y. Xiang, H. H. Hwang, J. Kaandorp, J. M. Diaz, T. C. La Jeunesse, M. Pernice, S. Vignolini, M. Tresguerres, and S. Chen. Bioprinted Living Coral Microenvironments Mimicking Coral‐Algal Symbiosis. Advanced Functional Materials 32(35), 2202273.
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  V. R. Melnikov, G. I. Christopoulos, V. V. Krzhizhanovskaya, M. H. Lees, and P. M. A. Sloot. Behavioural thermal regulation explains pedestrian path choices in hot urban environments. Scientific Reports 12, 2441.
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  J. van der Velden, F. W. Asselbergs, J. Bakkers, S. Batkai, L. Bertrand, C. R. Bezzina, I. Bot, B. J. J. M. Brundel, L. Carrier, S. Chamuleau, M. Ciccarelli, D. Dawson, S. M. Davidson, A. Dendorfer, D. J. Duncker, T. Eschenhagen, L. Fabritz, I. Falcão-Pires, P. Ferdinandy, M. Giacca, H. Girao, C. Gollmann-Tepeköylü, M. Gyongyosi, T. J. Guzik, N. Hamdani, S. Heymans, A. Hilfiker, D. Hilfiker-Kleiner, A. G. Hoekstra, J.-S. Hulot, D. W. D. Kuster, L. W. van Laake, S. Lecour, T. Leiner, W. A. Linke, J. Lumens, E. Lutgens, R. Madonna, L. Maegdefessel, M. Mayr, P. van der Meer, R. Passier, F. Perbellini, C. Perrino, M. Pesce, S. Priori, C. A. Remme, B. Rosenhahn, U. Schotten, R. Schulz, K. R. Sipido, J. P. G. Sluijter, F. van Steenbeek, S. Steffens, C. M. Terracciano, C. G. Tocchetti, P. Vlasman, K. K. Yeung, S. Zacchigna, D. Zwaagman, and T. Thum. Animal models and animal-free innovations for cardiovascular research: current status and routes to be explored. Consensus document of the ESC Working Group on Myocardial Function and the ESC Working Group on Cellular Biology of the Heart. Cardiovascular research 118(15), pp. 3016-3051.
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  J. R. Helmus, M. H. Lees, and R. van den Hoed. A validated agent-based model for stress testing charging infrastructure utilization. Transportation Research Part A - Policy and Practice 159, pp. 237-262.
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  M. W. J. van den Ende, S. Epskamp, M. H. Lees, H. L. J. van der Maas, R. W. Wiers, and P. M. A. Sloot. A review of mathematical modeling of addiction regarding both (neuro-) psychological processes and the social contagion perspectives. Addictive Behaviors 127, 107201.
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2021

• Proceedings
  M. van der Kolk, C. Miller, R. Padmos, V. Azizi, and A. Hoekstra. des-ist: A Simulation Framework to Streamline Event-Based In Silico Trials. In: Computational Science – ICCS 2021. ISBN 9783030779672. III, pp. 648-654.
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