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ORCIDDaan Crommelin
Person information
- affiliation: Centrum Wiskunde & Informatica, Amsterdam, The Netherlands
- affiliation: University of Amsterdam, Korteweg-de Vries Institute for Mathematics, The Netherlands
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Journal Articles
- 2023
[j11]Hugo Melchers, Daan Crommelin
, Barry Koren, Vlado Menkovski, Benjamin Sanderse:
Comparison of neural closure models for discretised PDEs. Comput. Math. Appl. 143: 94-107 (2023)- 2021
- [j10]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. J. Comput. Sci. 53: 101402 (2021) - [j9]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. Nat. Comput. Sci. 1(2): 128-135 (2021) - [j8]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. PLoS Comput. Biol. 17(9) (2021) - 2020
- [j7]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. SoftwareX 12: 100608 (2020) - 2019
- [j6]Anne Eggels, Daan Crommelin:
Quantifying Data Dependencies with Rényi Mutual Information and Minimum Spanning Trees. Entropy 21(2): 100 (2019) - 2018
- [j5]Krzysztof Bisewski, Daan Crommelin, Michel Mandjes:
Controlling the Time Discretization Bias for the Supremum of Brownian Motion. ACM Trans. Model. Comput. Simul. 28(3): 24:1-24:25 (2018) - 2016
- [j4]Wander S. Wadman, Daan T. Crommelin, Bert P. Zwart:
A Large-Deviation-Based Splitting Estimation of Power Flow Reliability. ACM Trans. Model. Comput. Simul. 26(4): 23:1-23:26 (2016) - 2011
- [j3]Daan Crommelin, Eric Vanden-Eijnden:
Diffusion Estimation from Multiscale Data by Operator Eigenpairs. Multiscale Model. Simul. 9(4): 1588-1623 (2011) - 2009
- [j2]Daan Crommelin, Eric Vanden-Eijnden:
Data-Based Inference of Generators for Markov Jump Processes Using Convex Optimization. Multiscale Model. Simul. 7(4): 1751-1778 (2009) - 2006
- [j1]Daan Crommelin, Eric Vanden-Eijnden:
Fitting timeseries by continuous-time Markov chains: A quadratic programming approach. J. Comput. Phys. 217(2): 782-805 (2006)
Conference and Workshop Papers
- 2021
- [c10]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. PASC 2021: 7:1-7:8 - 2019
- [c9]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. ICCS (4) 2019: 379-392 - [c8]Derek Groen, Robin A. Richardson, David W. Wright, 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. ICCS (4) 2019: 479-492 - [c7]Wouter Edeling, Daan Crommelin:
Towards Data-Driven Dynamic Surrogate Models for Ocean Flow. PASC 2019: 3:1-3:10 - 2018
- [c6]Fredrik Jansson, Gijs van den Oord, Pier Siebesma, Daan Crommelin:
Resolving Clouds in a Global Atmosphere Model - A Multiscale Approach with Nested Models. eScience 2018: 270 - [c5]Krzysztof Bisewski, Daan Crommelin, Michel Mandjes:
Simulation-based Assessment of the stationary Tail Distribution of a stochastic differential equation. WSC 2018: 1742-1753 - 2016
- [c4]Debarati Bhaumik, Daan Crommelin, Bert Zwart:
A computational method for optimizing storage placement to maximize power network reliability. WSC 2016: 883-894 - 2015
- [c3]Debarati Bhaumik, Daan Crommelin, Bert Zwart:
Efficient estimator of probabilities of large power spills in an stand-alone system with wind generation and storage. WSC 2015: 3178-3179 - 2014
- [c2]Wander Wadman, Daan Crommelin, Jason Frank:
A separated splitting technique for disconnected rare event sets. WSC 2014: 522-532 - 2013
- [c1]Wander Wadman, Daan Crommelin, Jason Frank:
Applying a splitting technique to estimate electrical grid reliability. WSC 2013: 577-588
Informal and Other Publications
- 2022
- [i9]Hugo Melchers, Daan Crommelin, Barry Koren, Vlado Menkovski, Benjamin Sanderse:
Comparison of neural closure models for discretised PDEs. CoRR abs/2210.14675 (2022) - 2021
- [i8]Wouter Edeling, Daan Crommelin:
The Case for Uncertainty in COVID19 Predictions. ERCIM News 2021(124) (2021) - 2020
- [i7]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. CoRR abs/2003.14300 (2020) - [i6]Daan Crommelin, Wouter Edeling:
Resampling with neural networks for stochastic parameterization in multiscale systems. CoRR abs/2004.01457 (2020) - [i5]Nick Verheul, Daan Crommelin:
Stochastic parameterization with VARX processes. CoRR abs/2010.03293 (2020) - [i4]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. CoRR abs/2010.03923 (2020) - [i3]Daan Crommelin, Wouter Edeling, Fredrik Jansson:
Tackling the Multiscale Challenge of Climate Modelling. ERCIM News 2020(121) (2020) - 2010
- [i2]Daan Crommelin, Jason Frank:
Stochastics and Computation for Turbulent Systems. ERCIM News 2010(81) (2010) - 2008
- [i1]Daan Crommelin:
Clouds by Chance: Improving Atmosphere Models with Random Numbers. ERCIM News 2008(73) (2008)
Coauthor Index
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