DC
Daan Crommelin
cs.NAmath.NAphysics.ao-phcs.LGmath.PRphysics.comp-phmath.DSmath.STphysics.data-anstat.CO
On Valency
published · living versionsW_t9wkpg2c·v1 · currentpublished
Stochastic Parameterization: Towards a new view of Weather and Climate Models
with Judith Berner, Ulrich Achatz, Lauriane Batte, Lisa Bengtsson +21
1 version
Preprints & journals
23 papers in the corpus · 2009–2026Decomposing Ensemble Spread in Lorenz '96 With Learned Stochastic Parameterizations2605.22242v3 · Birgit Kuhbacher, Daan Crommelin, Niki Kilbertus2026 · 0 citationsarXiv
General perturbative framework for kinetics of rare transitions in 1-dimensional active particle systems2604.15826v1 · Vito Seinen, Peter G. Bolhuis, Daan Crommelin et al.2026 · 0 citationsarXiv
Asymptotic behavior for a general class of spreading models2511.02437v1 · K.M.D. Chan, D.T. Crommelin, M.R.H. Mandjes2025 · 0 citationsarXiv
Reduced Data-Driven Turbulence Closure for Capturing Long-Term Statistics2407.14132v2 · Rik Hoekstra, Daan Crommelin, Wouter Edeling2024 · 5 citationsComputers & Fluids 285(2024)106469
Data-driven dynamical coarse-graining for condensed matter systems.38193550 · Del Razo, Mauricio J, Crommelin, Daan, Bolhuis, Peter G2024 · 7 citationsThe Journal of chemical physics. 2024;160(2)
Comparison of neural closure models for discretised PDEs2210.14675v2 · Hugo Melchers, Daan Crommelin, Barry Koren et al.2022 · 22 citationsarXiv
A Multidisciplinary Perspective on COVID-19 Exit Strategies3jz8e_v1 · Fabian Dablander, Tessa F. Blanken, Charlotte Tanis et al.2022 · 0 citationsPsyArXiv
Uncertainty quantification and sensitivity analysis of COVID-19 exit strategies in an individual-based transmission model.34534205 · Gugole, Federica, Coffeng, Luc E, Edeling, Wouter et al.2021 · 22 citationsPLoS computational biology. 2021;17(9):e1009355
Assessing uncertainties from physical parameters and modelling choices in an atmospheric large eddy simulation model.33775144 · Jansson, Fredrik, Edeling, Wouter, Attema, Jisk et al.2022 · 8 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2021;379(2197):20200073
VECMAtk: a scalable verification, validation and uncertainty quantification toolkit for scientific simulations.33775151 · Groen, D, Arabnejad, H, Jancauskas, V et al.2021 · 30 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2021;379(2197):20200221
The impact of uncertainty on predictions of the CovidSim epidemiological code.38217226 · Edeling, Wouter, Arabnejad, Hamid, Sinclair, Robbie et al.2024 · 73 citationsNature computational science. 2021;1(2):128-135
Stochastic parameterization with VARX processes2010.03293v1 · Nick Verheul, Daan Crommelin2020 · 0 citationsCommun. Appl. Math. Comput. Sci. 16 (2021) 33-57
Resampling with neural networks for stochastic parameterization in multiscale systems2004.01457v1 · Daan Crommelin, Wouter Edeling2020 · 14 citationsarXiv
Computing first passage times for Markov-modulated fluid models using numerical PDE problem solvers2003.14300v1 · Debarati Bhaumik, Marko A.A. Boon, Daan Crommelin et al.2020 · 0 citationsarXiv
Efficient estimation of divergence-based sensitivity indices with Gaussian process surrogates1904.03859v2 · A.W. Eggels, D.T. Crommelin2019 · 0 citationsarXiv
Rare event simulation for steady-state probabilities via recurrency cycles.30927852 · Bisewski, Krzysztof, Crommelin, Daan, Mandjes, Michel2019 · 2 citationsChaos (Woodbury, N.Y.). 2019;29(3):033131
Quantifying Data Dependencies with Rényi Mutual Information and Minimum Spanning Trees.33266816 · Eggels, Anne, Crommelin, Daan2024 · 4 citationsEntropy (Basel, Switzerland). 2019;21(2)
Controlling the time discretization bias for the supremum of Brownian Motion1705.06567v2 · Krzysztof Bisewski, Daan Crommelin, Michel Mandjes2017 · 4 citationsACM Transactions on Modeling and Computer Simulation (TOMACS), 28(3):24 (2018)
Clustering-based collocation for uncertainty propagation with multivariate dependent inputs1703.06112v2 · A.W. Eggels, D.T. Crommelin, J.A.S. Witteveen2017 · 3 citationsInternational Journal for Uncertainty Quantification, Volume 8, Number 1, 2018
Stochastic Climate Theory1612.07474v1 · Georg A. Gottwald, Daan T. Crommelin, Christian L. E. Franzke2016 · 6 citationsarXiv
Stochastic Parameterization: Towards a new view of Weather and Climate Models1510.08682v2 · Judith Berner, Ulrich Achatz, Lauriane Batte et al.2015 · 414 citationsarXivon Valency
A data-driven multi-cloud model for stochastic parametrization of deep convection.23588052 · Dorrestijn, J, Crommelin, D T, Biello, J A et al.2013 · 42 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2013;371(1991):20120374
Normal forms for reduced stochastic climate models.19228943 · Majda, Andrew J, Franzke, Christian, Crommelin, Daan2009 · 137 citationsProceedings of the National Academy of Sciences of the United States of America. 2009;106(10):3649-53
Career total: 129 works. 23 are in this corpus.
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