Items where Author is "Slawig, Thomas"

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Number of items: 30.

Articles in a Scientific Journal - peer-reviewed

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Schartau, M. , Wallhead, P., Hemmings, J., Löptien, U. , Kriest, I. , Krishna, S., Ward, B. A., Slawig, T. and Oschlies, A. (2017) Reviews and syntheses: Parameter identification in marine planktonic ecosystem modelling. Open Access Biogeosciences (BG), 14 (6). pp. 1647-1701. DOI 10.5194/bg-14-1647-2017.


Piwonski, J. and Slawig, T. (2016) Metos3D: the Marine Ecosystem Toolkit for Optimization and Simulation in 3-D - Part 1: Simulation Package v0.3.2. Geoscientific Model Development, 9 (10). pp. 3729-3750. DOI 10.5194/gmd-9-3729-2016.

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Piwonski, J. and Slawig, T. (2016) Metos3D: the Marine Ecosystem Toolkit for Optimization and Simulation in 3-D – Part 1: Simulation Package v0.3.2. Open Access Geoscientific Model Development, 9 (10). pp. 3729-3750. DOI 10.5194/gmd-9-3729-2016.


El Jarbi, M. and Slawig, T. (2015) Extension of a Marine Ecosystem Model using Discrete Open Loop Optimal Control. International Journal of Mathematical Modelling and Numerical Optimisation, 6 (1). pp. 22-39. DOI 10.1504/IJMMNO.2015.068903.

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Prieß, M., Piwonski, J., Koziel, S., Oschlies, A. and Slawig, T. (2013) Accelerated Parameter Identification in a 3D Marine Biogeochemical Model Using Surrogate-Based Optimization. Ocean Modelling, 68 . pp. 22-36. DOI 10.1016/j.ocemod.2013.04.003.

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El Jarbi, M., Rückelt, J., Slawig, T. and Oschlies, A. (2013) Reducing the model-data misfit in a marine ecosystem model using periodic parameters and linear quadratic optimal control. Open Access Biogeosciences (BG), 10 (2). pp. 1169-1182. DOI 10.5194/bg-10-1169-2013.


Heinle, A. and Slawig, T. (2013) Impact of parameter choice on the dynamics of NPZD type ecosystem models. Ecological Modelling, 267 . pp. 93-101.


Heinle, A. and Slawig, T. (2013) Internal dynamics of NPZD type ecosystem models. Ecological Modelling, 254 . pp. 33-42.


Heinle, A. and Slawig, T. (2013) Theoretical analysis and optimization of nonlinear ODE systems for marine ecosystem models. System Modelling and Optimization . pp. 501-510. DOI 10.1007/978-3-642-36062-6_50.


Kratzenstein, C. and Slawig, T. (2013) Simultaneous Model Spin-up and Parameter Identification with the One-Shot Method in a Climate Model Example. International Journal of Optimization and Control: Theory and Applications . DOI http://dx.doi.org/10.11121/ijocta.01.2013.00144.

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Prieß, M., Koziel, S. and Slawig, T. (2013) Marine Ecosystem Model Calibration with Real Data Using Enhanced Surrogate-Based Optimization. Journal of Computational Science, 4 (5). pp. 423-437. DOI 10.1016/j.jocs.2013.04.001.


Schuerch, M., Vafeidis, A. T., Slawig, T. and Temmerman, S. (2013) Modeling the influence of changing storm patterns on the ability of a salt marsh to keep pace with sea level rise. Journal of Geophysical Research-Earth Surface, 118 (1). pp. 84-96.


Siewertsen, E., Piwonski, J. and Slawig, T. (2013) Porting marine ecosystem model spin-up using transport matrices to GPUs. Geoscientific Model Development, 6 (1). pp. 17-28.


Prieß, M. and Slawig, T. (2012) Aggressive space mapping for optimisation of a marine ecosystem model. International Journal of Mathematical Modelling and Numerical Optimisation, 3 (1/2). p. 98. DOI 10.1504/IJMMNO.2012.044732.


Prieß, M., Piwonski, J., Koziel, S. and Slawig, T. (2012) Parameter identification in climate models using surrogate-based optimization. Journal of Computational Methods in Science and Engineering, 12 (1-2). pp. 47-62. DOI 10.3233/JCM-2012-0403.

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Prieß, M., Koziel, S. and Slawig, T. (2011) Surrogate-based optimization of climate model parameters using response correction. Journal of Computational Science, 2 (4). pp. 335-344. DOI 10.1016/j.jocs.2011.08.004.


Ruckelt, J., Sauerland, V., Slawig, T., Srivastav, A., Ward, B. and Patvardhan, C. (2010) Parameter optimization and uncertainty analysis in a model of oceanic CO2 uptake using a hybrid algorithm and algorithmic differentiation. Nonlinear Analysis-Real World Applications, 11 (5). pp. 3993-4009.

Books


Slawig, T. (2015) Klimamodelle und Klimasimulationen. . Springer Spektrum, Berlin Heidelberg, 250 pp. ISBN 978-3-662-47063-3

Book chapters


Slawig, T., Prieß, M. and Kratzenstein, C. (2014) Surrogate-Based and One-shot Optimization Methods for PDE-Constrained Problems with an Application in Climate Models. In: Solving Computationally Expensive Engineering Problems. . Springer Proceedings in Mathematics & Statistics, 97 . Springer International Publishing, 97:1-97:24. ISBN 978-3-319-08984-3 DOI 10.1007/978-3-319-08985-0_1.


Prieß, M., Koziel, S. and Slawig, T. (2013) Marine Ecosystem Model Calibration through Enhanced Surrogate-Based Optimization. In: Simulation and Modeling Methodologies, Technologies and Applications. , ed. by Pina, N., Kacprzyk, J. and Filipe, J.. Advances in Intelligent Systems and Computing, 197 (2). Springer, Berlin, Germany, pp. 193-208. ISBN 978-3-642-34335-3 DOI 10.1007/978-3-642-34336-0_13.

Conference papers


Prieß, M., Koziel, S. and Slawig, T. (2011) Improved Surrogate-Based Optimization of Climate Model Parameters Using Response Correction. [Paper] In: 1. International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2011). , 29.-31.07.2011, Noordwijkerhout, The Netherlands .


Prieß, M. and Slawig, T. (2010) Surrogate-based Optimization of Biogeochemical Transport Models. [Paper] In: 8. International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2010). , 19.-25.09.2010, Rhodes, Greece ; pp. 612-616 . AIP Conference Proceedings.Mathematical and Statistical Physics, 1281 .

Presentations


Kriest, I. and Slawig, T. (2014) Mathematical analysis and parameter identification for marine ecosystem models. [Talk] In: DAAD Science Tour. , 02.12.2014, Kiel, Germany .

Theses - not published by a publisher


Siewertsen, E., Piwonski, J. and Slawig, T. (2012) Simulation von biogeochemischen Prozessen in 3-D auf GPUs. (Bachelor thesis), Christian-Albrechts-Universität zu Kiel, Kiel, SH, Germany, 33 pp.

Reports - other reports

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Peters, N., Piwonski, J. and Slawig, T. (2016) POD-DEIM-Verfahren zur Modellreduktion und Anwendung auf Metos3D. Open Access . Technische Berichte des Instituts für Informatik der CAU Kiel, 1603 . , 17 pp. DOI https://www.uni-kiel.de/journals/receive/jportal_jparticle_00000281.


Kratzenstein, C. and Slawig, T. (2009) Oneshot Parameter Identification - Simultaneous Model Spin-up and Parameter Optimization in a Box Model of the North Atlantic Thermohaline Circulation. , SPP1253-082 . Deutsche Forschungsgemeinschaft, 21 Seiten, 19 pp.

This list was generated on Mon Jun 17 05:59:55 2019 CEST.