Dr. Volkmar Sauerland
Wissenschaftler in der Forschungseinheit Biogeochemische Modellierung
Büro:
Raum 5.506
Turm 5, Etage 5
Tel.: +49 431 600–4039
E-Mail: vsauerland(at)geomar.de
Anschrift:
GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel
Wischhofstraße 1–3
24148 Kiel
Forschungsinteressen
Ich beschäftige mich mit Algorithmen für diskrete und kontinuierliche Optimierungsprob-
leme und deren Anpassung für die Kallibrierung (Parameteroptimierung) und Bewertung
von Biogeochemischen Ozeanmodellen. Derzeit arbeite ich im EU-Projekt OceanICU “Un-
derstanding Ocean Carbon”.
Ausbildung und Werdegang
- 04/2021–02/2022 und seit 11/2022 Wissenschaftlicher Mitarbeiter in der FE Biogeochemische Modellierung, GEOMAR
- 2013–2020 PostDoc und Wissenschaftlicher Mitarbeiter in der AG Diskrete Optimierung, CAU
- 2005–2012 Doktorand und Wissenschaftlicher Mitarbeiter in der AG Diskrete Optimierung, CAU
- 2003 Diplom, AG Diskrete Optimierung, CAU
Publikationen
Number of items: 20.
Articles in a Scientific Journal - peer-reviewed
Sauerland, V., von Hallern, C., Kriest, I. and Getzlaff, J.
(2023)
A CMA‐ES Algorithm Allowing for Random Parameters in Model Calibration.
Journal of Advances in Modeling Earth Systems, 15
(8).
Art.Nr. e2022MS003390.
DOI 10.1029/2022MS003390.
Kriest, I. , Getzlaff, J., Landolfi, A. , Sauerland, V., Schartau, M. and Oschlies, A.
(2023)
Exploring the role of different data types and timescales for the quality of marine biogeochemical model calibration.
Biogeosciences (BG), 20
(13).
pp. 2645-2669.
DOI 10.5194/bg-20-2645-2023.
Kriest, I. , Kähler, P., Koeve, W. , Kvale, K. F. , Sauerland, V. and Oschlies, A.
(2020)
One size fits all? Calibrating an ocean biogeochemistry model for different circulations.
Biogeosciences (BG), 17
.
pp. 3057-3082.
DOI 10.5194/bg-17-3057-2020.
El Ouali, M. and Sauerland, V.
(2020)
The Exact Query Complexity of Yes-No Permutation Mastermind.
Games, 11
(2).
Art.Nr. 19.
DOI 10.3390/g11020019.
Sauerland, V. , Kriest, I. , Oschlies, A. and Srivastav, A.
(2019)
Multiobjective Calibration of a Global Biogeochemical Ocean Model Against Nutrients, Oxygen, and Oxygen Minimum Zones.
Journal of Advances in Modeling Earth Systems, 11
(5).
pp. 1285-1308.
DOI 10.1029/2018MS001510.
Sauerland, V., Löptien, U. , Leonhard, C., Oschlies, A. and Srivastav, A.
(2018)
Error assessment of biogeochemical models by lower bound methods (NOMMA-1.0).
Geoscientific Model Development, 11
(3).
pp. 1181-1198.
DOI 10.5194/gmd-2017-133.
El Ouali, M., Glazik, C., Sauerland, V. and Srivastav, A.
(2018)
On the Query Complexity of Black-Peg AB-Mastermind.
Games, 9
(1).
Art.Nr. 2.
DOI 10.3390/g9010002.
Kriest, I. , Sauerland, V., Khatiwala, S., Srivastav, A. and Oschlies, A.
(2017)
Calibrating a global three-dimensional biogeochemical ocean model (MOPS-1.0).
Geoscientific Model Development, 10
.
pp. 127-154.
DOI 10.5194/gmd-10-127-2017.
Baltz, A., El Ouali, M., Jager, G., Sauerland, V. and Srivastav, A.
(2015)
Exact and heuristic algorithms for the Travelling Salesman Problem with Multiple Time Windows and Hotel Selection.
Journal of the Operational Research Society, 66
(4).
pp. 615-626.
DOI 10.1057/jors.2014.17.
El Ouali, M. and Sauerland, V.
(2013)
Improved Approximation Algorithm for the Number of Queries Necessary to Identify a Permutation.
Combinatorial Algorithms. IWOCA 2013. Lecture Notes in Computer Science, 8288
.
pp. 443-447.
DOI 10.1007/978-3-642-45278-9_40.
Kliemann, L., Kliemann, O., Patvardhan, C., Sauerland, V. and Srivastav, A.
(2013)
A New QEA Computing Near-Optimal Low-Discrepancy Colorings in the Hypergraph of Arithmetic Progressions.
Experimental Algorithms. SEA 2013. Lecture Notes in Computer Science, 7933
.
pp. 67-78.
DOI 10.1007/978-3-642-38527-8_8.
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.
DOI 10.1016/j.nonrwa.2010.03.006.
Heute, U., Srivastav, A., Sauerland, V. and Kliewer, J.
(2007)
Fixed-point-coefficient FIR filters and filter banks: Improved design by randomized quantizations.
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on Signal Processing and Its Applications
.
pp. 1-4.
DOI 10.1109/ISSPA.2007.4555335.
Presentations
Theses - not published by a publisher
Sauerland, V.
(2012)
Algorithm Engineering for some Complex Practise ProblemsExact Algorithms, Heuristics and Hybrid Evolutionary Algorithms.
(PhD/ Doctoral thesis), Christian-Albrechts-Universität zu Kiel, Kiel, Germany, 83 pp.
Reports - other reports
Rückelt, J., Sauerland, V. , Slawig, T., Srivastav, A., Ward, B. and Patvardhan, C.
(2009)
Parameter Optimization and Validation of a
Marine Biogeochemical Model using a Hybrid
Algorithm.
.
Bericht / Institut für Informatik der Christian-Albrechts-Universität zu Kiel, 0919
.
Christian-Albrechts-Universität zu Kiel. Institut für Informatik , Kiel, Germany, 32 pp.