Decomposing Ensemble Spread in Lorenz '96 With Learned Stochastic Parameterizations.

Daan Crommelin Daan T. Crommelin Centrum Wiskunde & Informatica, Amsterdam, The Netherlands University of Amsterdam, Korteweg-de Vries Institute for Mathematics, The Netherlands https://homepages.cwi.nl/~dtc/ https://www.cwi.nl/people/daan-crommelin https://scholar.google.com/citations?user=Ef0CTDkAAAAJ https://www.linkedin.com/in/daan-crommelin-695bb65 https://orcid.org/0000-0003-0542-6337

Birgit Kühbacher Daan Crommelin Niki Kilbertus Decomposing Ensemble Spread in Lorenz '96 With Learned Stochastic Parameterizations. 2026 May abs/2605.22242 CoRR https://doi.org/10.48550/arXiv.2605.22242 db/journals/corr/corr2605.html#abs-2605-22242 streams/journals/corr

Rik Hoekstra Daan Crommelin Wouter Edeling Reduced Data-Driven Turbulence Closure for Capturing Long-Term Statistics. 2024 abs/2407.14132 CoRR https://doi.org/10.48550/arXiv.2407.14132 db/journals/corr/corr2407.html#abs-2407-14132 streams/journals/corr

Hugo Melchers Daan Crommelin Barry Koren Vlado Menkovski Benjamin Sanderse Comparison of neural closure models for discretised PDEs. 94-107 2023 143 Comput. Math. Appl. https://doi.org/10.1016/j.camwa.2023.04.030 db/journals/cma/cma143.html#MelchersCKMS23

Hugo Melchers Daan Crommelin Barry Koren Vlado Menkovski Benjamin Sanderse Comparison of neural closure models for discretised PDEs. 2022 abs/2210.14675 CoRR https://doi.org/10.48550/arXiv.2210.14675 db/journals/corr/corr2210.html#abs-2210-14675

Diana Suleimenova Hamid Arabnejad Wouter Edeling David Coster Onnie O. Luk Jalal Lakhlili Vytautas Jancauskas Michal Kulczewski Lourens E. Veen Dongwei Ye Pavel Zun Valeria V. Krzhizhanovskaya Alfons G. Hoekstra Daan Crommelin Peter V. Coveney Derek Groen Tutorial applications for Verification, Validation and Uncertainty Quantification using VECMA toolkit. 101402 2021 53 J. Comput. Sci. https://doi.org/10.1016/j.jocs.2021.101402 https://www.wikidata.org/entity/Q125867685 db/journals/jocs/jocs53.html#SuleimenovaAECL21

Wouter Edeling Hamid Arabnejad Robert Sinclair Diana Suleimenova Krishnakumar Gopalakrishnan Bartosz Bosak Derek Groen Imran Mahmood Daan Crommelin Peter V. Coveney The impact of uncertainty on predictions of the CovidSim epidemiological code. 128-135 2021 1 Nat. Comput. Sci. 2 https://doi.org/10.1038/s43588-021-00028-9 db/journals/ncs/ncs1.html#EdelingASSGBGMC21

Federica Gugole Luc E. Coffeng Wouter Edeling Benjamin Sanderse Sake J. De Vlas Daan Crommelin Uncertainty quantification and sensitivity analysis of COVID-19 exit strategies in an individual-based transmission model. 2021 17 PLoS Comput. Biol. 9 https://doi.org/10.1371/journal.pcbi.1009355 https://www.wikidata.org/entity/Q113309145 db/journals/ploscb/ploscb17.html#GugoleCESVC21

Gijs van den Oord Maria Chertova Fredrik Jansson F. Inti Pelupessy Pier Siebesma Daan Crommelin Performance optimization and load-balancing modeling for superparametrization by 3D LES. 7:1-7:8 2021 PASC https://doi.org/10.1145/3468267.3470611 conf/pasc/2021 db/conf/pasc/pasc2021.html#OordCJPSC21

Wouter Edeling Daan Crommelin The Case for Uncertainty in COVID19 Predictions. 2021 2021 ERCIM News 124 https://ercim-news.ercim.eu/en124/special/the-case-for-uncertainty-in-covid19-predictions db/journals/ercim/ercim2021.html#EdelingC21

Gijs van den Oord Fredrik Jansson F. Inti Pelupessy Maria Chertova Johanna H. Grönqvist Pier Siebesma Daan Crommelin A Python interface to the Dutch Atmospheric Large-Eddy Simulation. 100608 2020 12 SoftwareX https://doi.org/10.1016/j.softx.2020.100608 https://www.wikidata.org/entity/Q122657731 db/journals/softx/softx12.html#OordJPCGSC20

Debarati Bhaumik Marko A. A. Boon Daan Crommelin Barry Koren Bert Zwart Computing first passage times for Markov-modulated fluid models using numerical PDE problem solvers. 2020 abs/2003.14300 CoRR https://arxiv.org/abs/2003.14300 db/journals/corr/corr2003.html#abs-2003-14300

Daan Crommelin Wouter Edeling Resampling with neural networks for stochastic parameterization in multiscale systems. 2020 abs/2004.01457 CoRR https://arxiv.org/abs/2004.01457 db/journals/corr/corr2004.html#abs-2004-01457

Nick Verheul Daan Crommelin Stochastic parameterization with VARX processes. 2020 abs/2010.03293 CoRR https://arxiv.org/abs/2010.03293 db/journals/corr/corr2010.html#abs-2010-03293

Derek Groen Hamid Arabnejad Vytautas Jancauskas Wouter Edeling Fredrik Jansson Robin A. Richardson Jalal Lakhlili Linda van Veen Bartosz Bosak Piotr Kopta D. W. Wright Nicolas Monnier Paul Karlshoefer Diana Suleimenova Robert Sinclair Maxime Vassaux Anna Nikishova Mariusz Bieniek Onnie O. Luk Michal Kulczewski Erwan Raffin Daan Crommelin Olivier Hoenen David P. Coster Tomasz Piontek Peter V. Coveney VECMAtk: A Scalable Verification, Validation and Uncertainty Quantification Toolkit for Scientific Simulations. 2020 abs/2010.03923 CoRR https://arxiv.org/abs/2010.03923 db/journals/corr/corr2010.html#abs-2010-03923

Daan Crommelin Wouter Edeling Fredrik Jansson Tackling the Multiscale Challenge of Climate Modelling. 2020 2020 ERCIM News 121 https://ercim-news.ercim.eu/en121/special/tackling-the-multiscale-challenge-of-climate-modelling db/journals/ercim/ercim2020.html#CrommelinEJ20

Anne Eggels Daan Crommelin Quantifying Data Dependencies with Rényi Mutual Information and Minimum Spanning Trees. 100 2019 21 Entropy 2 https://doi.org/10.3390/e21020100 https://www.wikidata.org/entity/Q103832666 db/journals/entropy/entropy21.html#EggelsC19

F. Inti Pelupessy Simon Portegies Zwart Arjen van Elteren Henk A. Dijkstra Fredrik Jansson Daan Crommelin Pier Siebesma Ben van Werkhoven Gijs van den Oord Creating a Reusable Cross-Disciplinary Multi-scale and Multi-physics Framework: From AMUSE to OMUSE and Beyond. 379-392 2019 ICCS (4) https://doi.org/10.1007/978-3-030-22747-0_29 conf/iccS/2019-4 db/conf/iccS/iccS2019-4.html#PelupessyZEDJCS19 Derek Groen Robin A. Richardson David W. Wright 0001 Vytautas Jancauskas Robert Sinclair Paul Karlshoefer Maxime Vassaux Hamid Arabnejad Tomasz Piontek Piotr Kopta Bartosz Bosak Jalal Lakhlili Olivier Hoenen Diana Suleimenova Wouter Edeling Daan Crommelin Anna Nikishova Peter V. Coveney Introducing VECMAtk - Verification, Validation and Uncertainty Quantification for Multiscale and HPC Simulations. 479-492 2019 ICCS (4) https://doi.org/10.1007/978-3-030-22747-0_36 conf/iccS/2019-4 db/conf/iccS/iccS2019-4.html#GroenRWJSKVAPKB19 Wouter Edeling Daan Crommelin Towards Data-Driven Dynamic Surrogate Models for Ocean Flow. 3:1-3:10 2019 PASC https://doi.org/10.1145/3324989.3325713 conf/pasc/2019 db/conf/pasc/pasc2019.html#EdelingC19

Krzysztof Bisewski Daan Crommelin Michel Mandjes Controlling the Time Discretization Bias for the Supremum of Brownian Motion. 24:1-24:25 2018 28 ACM Trans. Model. Comput. Simul. 3 https://doi.org/10.1145/3177775 https://www.wikidata.org/entity/Q129517252 db/journals/tomacs/tomacs28.html#BisewskiCM18

Fredrik Jansson Gijs van den Oord Pier Siebesma Daan Crommelin Resolving Clouds in a Global Atmosphere Model - A Multiscale Approach with Nested Models. 270 2018 eScience https://doi.org/10.1109/eScience.2018.00043 https://doi.ieeecomputersociety.org/10.1109/eScience.2018.00043 conf/eScience/2018 db/conf/eScience/eScience2018.html#JanssonOSC18 Krzysztof Bisewski Daan Crommelin Michel Mandjes Simulation-based Assessment of the stationary Tail Distribution of a stochastic differential equation. 1742-1753 2018 WSC https://doi.org/10.1109/WSC.2018.8632197 https://dl.acm.org/citation.cfm?id=3320728 conf/wsc/2018 db/conf/wsc/wsc2018.html#BisewskiCM18

Wander S. Wadman Daan T. Crommelin Bert P. Zwart A Large-Deviation-Based Splitting Estimation of Power Flow Reliability. 23:1-23:26 2016 26 ACM Trans. Model. Comput. Simul. 4 https://doi.org/10.1145/2875342 db/journals/tomacs/tomacs26.html#WadmanCZ16

Debarati Bhaumik Daan Crommelin Bert Zwart A computational method for optimizing storage placement to maximize power network reliability. 883-894 2016 WSC https://doi.org/10.1109/WSC.2016.7822150 http://dl.acm.org/citation.cfm?id=3042215 conf/wsc/2016 db/conf/wsc/wsc2016.html#BhaumikCZ16 Debarati Bhaumik Daan Crommelin Bert Zwart Efficient estimator of probabilities of large power spills in an stand-alone system with wind generation and storage. 3178-3179 2015 WSC https://doi.org/10.1109/WSC.2015.7408458 http://dl.acm.org/citation.cfm?id=2889029 conf/wsc/2015 db/conf/wsc/wsc2015.html#BhaumikCZ15 Wander Wadman Daan Crommelin Jason Frank A separated splitting technique for disconnected rare event sets. 522-532 2014 WSC https://doi.org/10.1109/WSC.2014.7019917 http://dl.acm.org/citation.cfm?id=2693923 conf/wsc/2014 db/conf/wsc/wsc2014.html#WadmanCF14 Wander Wadman Daan Crommelin Jason Frank Applying a splitting technique to estimate electrical grid reliability. 577-588 2013 WSC https://doi.org/10.1109/WSC.2013.6721452 http://dl.acm.org/citation.cfm?id=2676059 conf/wsc/2013 db/conf/wsc/wsc2013.html#WadmanCF13

Daan Crommelin Eric Vanden-Eijnden Diffusion Estimation from Multiscale Data by Operator Eigenpairs. 1588-1623 2011 9 Multiscale Model. Simul. 4 https://doi.org/10.1137/100795917 db/journals/mmas/mmas9.html#CrommelinV11

Daan Crommelin Jason Frank Stochastics and Computation for Turbulent Systems. 2010 2010 ERCIM News 81 http://ercim-news.ercim.eu/en81/special/stochastics-and-computation-for-turbulent-systems db/journals/ercim/ercim2010.html#CrommelinF10

Daan Crommelin Eric Vanden-Eijnden Data-Based Inference of Generators for Markov Jump Processes Using Convex Optimization. 1751-1778 2009 7 Multiscale Model. Simul. 4 https://doi.org/10.1137/080735977 db/journals/mmas/mmas7.html#CrommelinV09

Daan Crommelin Clouds by Chance: Improving Atmosphere Models with Random Numbers. 2008 2008 ERCIM News 73 http://ercim-news.ercim.eu/clouds-by-chance-improving-atmosphere-models-with-random-numbers db/journals/ercim/ercim2008.html#Crommelin08

Daan Crommelin Eric Vanden-Eijnden Fitting timeseries by continuous-time Markov chains: A quadratic programming approach. 782-805 2006 217 J. Comput. Phys. 2 https://doi.org/10.1016/j.jcp.2006.01.045 db/journals/jcphy/jcphy217.html#CrommelinV06

Hamid Arabnejad Debarati Bhaumik Mariusz Bieniek Krzysztof Bisewski Marko A. A. Boon Bartosz Bosak Maria Chertova Luc E. Coffeng David CosterDavid P. Coster Peter V. Coveney Henk A. Dijkstra Wouter Edeling Anne Eggels Arjen van Elteren Jason Frank Krishnakumar Gopalakrishnan Derek Groen Johanna H. Grönqvist Federica Gugole Alfons G. Hoekstra Rik Hoekstra Olivier Hoenen Vytautas Jancauskas Fredrik Jansson Paul Karlshoefer Niki Kilbertus Piotr Kopta Barry Koren Valeria V. Krzhizhanovskaya Birgit Kühbacher Michal Kulczewski Jalal Lakhlili Onnie LukOnnie O. Luk Imran Mahmood Michel Mandjes Hugo Melchers Vlado Menkovski Nicolas Monnier Anna Nikishova Gijs van den Oord F. Inti Pelupessy Tomasz Piontek Erwan Raffin Robin A. Richardson Benjamin Sanderse Pier Siebesma Robert Sinclair Diana Suleimenova Eric Vanden-Eijnden Maxime Vassaux Linda van Veen Lourens E. Veen Nick Verheul Sake J. De Vlas Wander WadmanWander S. Wadman Ben van Werkhoven D. W. Wright David W. Wright 0001 Dongwei Ye Pavel Zun Bert ZwartBert P. Zwart Simon Portegies Zwart