Some publications involving Veros

Peer-reviewed articles

  • Mrozowska, M. A., Avery, J., Stoustrup, A., Nuterman, R., Johnsen, C.-J., Thormann, A., & Jochum, M. (2025). Bayesian optimization with GPU acceleration for ocean models. Journal of Geophysical Research: Machine Learning and Computation, 2, e2024JH000517. https://doi.org/10.1029/2024JH000517

  • Lohmann, J., Hansen, A. B., Lovo, A., Chapman, R., Bouchet, F., & Lucarini, V. (2025). The role of edge states for early warning of tipping points. Proc. Roy. Soc. A, 481, 20240753. https://doi.org/10.1098/rspa.2024.0753

  • Lohmann, J., & Lucarini, V. (2024). Melancholia States of the Atlantic Meridional Overturning Circulation. Phys. Rev. Fluids 9, 123801. https://doi.org/10.1103/PhysRevFluids.9.123801

  • Lohmann, J., Wuys, B., Ditlevsen, P. D., & Ashwin, P. (2024). On the predictability of possible storylines for forced complex systems. J. Phys. Complex. 5 035015. https://doi.org/10.1088/2632-072X/ad7b95

  • Lohmann, J., Dijkstra, H. A., Jochum, M., Lucarini, V., & Ditlevsen, P. D. (2024). Multistability and intermediate tipping of the Atlantic Ocean circulation. Science Adv. 10, eadi4253. https://doi.org/10.1126/sciadv.adi4253

  • Lohmann, J., & Svensson, A. (2022). Ice core evidence for major volcanic eruptions at the onset of Dansgaard–Oeschger warming events. Clim. Past 18 2021-2043. https://doi.org/10.5194/cp-18-2021-2022

  • Lohmann, J., & Ditlevsen, P. D. (2021). Risk of tipping the overturning circulation due to increasing rates of ice melt. Proceedings of the National Academy of Sciences, 118(9). https://doi.org/10.1073/pnas.2017989118

  • Häfner, D., Nuterman, R., & Jochum, M. (2021). Fast, cheap, and turbulent—Global ocean modeling with GPU acceleration in Python. Journal of Advances in Modeling Earth Systems, 13, e2021MS002717. https://doi.org/10.1029/2021MS002717

  • Häfner, D., Jacobsen, R. L., Eden, C., Kristensen, M. R., Jochum, M., Nuterman, R., & Vinter, B. (2018). Veros v0. 1–a fast and versatile ocean simulator in pure Python. Geoscientific Model Development, 11(8), 3299-3312. https://doi.org/10.5194/gmd-11-3299-2018

Talks

  • Fast multi-platform ocean modelling in Python with JAX. A talk held at the AGU fall meeting 2021. Abstract

  • Higher-level geophysical modelling. A talk held at the European Geosciences Union General Assembly 2021. Abstract

  • Veros — A High-Performance Ocean Simulator Written in Pure Python. A talk held at the 98th Annual Meeting of the American Meteorological Society (AMS). Abstract and slides available.

  • A Fast Versatile Ocean Simulator (Veros) in Pure Python. A talk held at the European Geosciences Union General Assembly 2018, Vienna, Austria. Abstract

Theses

  • Nicholas O. Posborg. (2025). Bathymetry Optimization in the Denmark Strait, BSc Thesis, 24p. Link to PDF.

  • Maria Friis Greibe. (2025). Investigating Hydrodynamics and Circulation in the Gullmar Fjord, BSc Thesis, 28p. Link to PDF.

  • Asger Thormann. (2025). Optimizing eddy kinetic energy in Veros, BSc Thesis, 25p. Link to PDF.

  • Chayton Bouwmeester. (2024). From South to North: Linking the Southern Ocean Winds to the North Atlantic Deep Convection, MSc Thesis, 52p. Link to PDF.

  • Ajai Shyam. (2024). ROTATIONAL STASIS. An exploratory study of how the Coriolis force affects the AMOC using the VEROS Model, MSc Thesis, 70p. Link to PDF.

  • Simon Storvig Winther. (2024). Convecting the dots. Processes of open-ocean deep convection in Veros and their role in setting the properties of the Atlantic Meridional Overturning Circulation, MSc Thesis, 70p. Link to PDF.

  • Rasmus Ranum Hansen. (2023). Solving the turbulence closure problem II Determining the deep ocean stratification, MSc Thesis, 73p. Link to PDF.

  • Jan Gärtner. (2023). Sea Ice modelling in Python, MSc Thesis, 54p. Link to PDF.

  • Magnus Quaade Oddershede. (2022). Modelling of ocean turbulence. Effects of resolution on predictive power of ocean models, BSc Thesis, 27p. Link to PDF.

  • Rasmus Ranum Hansen. (2021). Solving the turbulence closure problem I. The tropical ocean mixed layer, BSc Thesis, 55p. Link to PDF.

  • Ida Lei Stoustrup. (2021). Automated parameter tuning for the Versatile Ocean Simulator (Veros), MSc Thesis, 111p. Link to PDF.

  • Marte Voorneveld. (2020). The effect of bathymetry changes on major oceanic currents and overturning circulations, BSc Thesis, 31p. Link to PDF.

  • Till Grenzdörffer. (2020). Accelerating ocean modelling: Adressing performance bottlenecks of the ocean modelling framework Veros, MSc Thesis, 16p. Link to PDF.

  • Franka Jesse. (2020). Verification of various Island Rules using simulations in application to the Indonesian Throughflow, BSc Thesis, 30p. Link to PDF.

  • Denise Ruijsch. (2020). Multiple equilibria in the Eocene ocean circulation leading to the Eocene-Oligocene transition, BSc Thesis, 48p. Link to PDF.

  • Marie Cecilie Boysen. (2020). Godfrey’s island rule and the Indonesian Through Flow, BSc Thesis, 30p. Link to PDF.

  • Laurits S. Andreasen. (2019). Time scales of the Bipolar seesaw: The role of oceanic cross-hemisphere signals, Southern Ocean eddies and wind changes, MSc Thesis, 42p. Link to PDF.

  • Steffen Ole Randrup Kristensen. (2019). Extending the Veros climate simulator with biochemistry. Model design and AMOC collapse, MSc Thesis, 67p. Link to PDF.