| ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows B Groenke, L Madaus, C Monteleoni Proceedings of the 10th International Conference on Climate Informatics, 60-66, 2020 | 41 | 2020 |
| The CryoGrid community model (version 1.0)–a multi-physics toolbox for climate-driven simulations in the terrestrial cryosphere, Geosci. Model Dev., 16, 2607–2647 S Westermann, T Ingeman-Nielsen, J Scheer, K Aalstad, J Aga, ... gmd-16-2607-2023, 2023 | 26* | 2023 |
| The evolution of Arctic permafrost over the last three centuries M Langer, J Nitzbon, B Groenke, LM Assmann, T Schneider von Deimling, ... EGUsphere, 1-27, 2022 | 7 | 2022 |
| Investigating the thermal state of permafrost with Bayesian inverse modeling of heat transfer B Groenke, M Langer, J Nitzbon, S Westermann, G Gallego, J Boike The Cryosphere 17 (8), 3505-3533, 2023 | 3 | 2023 |
| The evolution of Arctic permafrost over the last 3 centuries from ensemble simulations with the CryoGridLite permafrost model M Langer, J Nitzbon, B Groenke, LM Assmann, T Schneider von Deimling, ... The Cryosphere 18 (1), 363-385, 2024 | 2 | 2024 |
| Rapid climate change drives soil temperature warming and permafrost thaw on Svalbard I Grünberg, B Groenke, K Jentzsch, S Westermann, J Boike | 2 | 2021 |
| Investigating the thermal state of permafrost with Bayesian inverse modeling of heat transfer B Groenke, M Langer, J Nitzbon, S Westermann, G Gallego, J Boike EGUsphere 2022, 1-44, 2022 | 1 | 2022 |
| Permafrost and active layer temperature and freeze/thaw timing reflect climatic trends at Bayelva, Svalbard I Grünberg, B Groenke, S Westermann, J Boike Journal of Geophysical Research: Earth Surface 129 (7), e2024JF007648, 2024 | | 2024 |
| Robust reconstruction of historical climate change from permafrost boreholes B Groenke, M Langer, F Miesner, S Westermann, G Gallego, J Boike Journal of Geophysical Research: Earth Surface 129 (7), e2024JF007734, 2024 | | 2024 |
| Differentiable Programming for Differential Equations: A Review F Sapienza, J Bolibar, F Schäfer, B Groenke, A Pal, V Boussange, ... arXiv preprint arXiv:2406.09699, 2024 | | 2024 |
| Simulation-based inference as a paradigm for scientific machine learning in the cryosphere and beyond B Groenke, K Aalstad, N Pirk, S Westermann, J Zscheischler, G Gallego, ... EGU24, 2024 | | 2024 |
| Arctic Land Expeditions in Permafrost Research. The MOMENT project: Expedition to the Arctic Station, Qeqertarsuaq, Disko Island and Ilulissat, West Greenland in 2022 J Boike, SM Stuenzi, J Gottuk, N Bornemann, B Groenke Berichte zur Polar-und Meeresforschung= Reports on polar and marine research …, 2024 | | 2024 |
| Exploring physics-informed machine learning for accelerated simulation of permafrost processes B Groenke, M Langer, G Gallego, J Boike EGU General Assembly Conference Abstracts, EGU-10135, 2023 | | 2023 |
| Applications of physics-informed machine learning in accelerating dynamical models of permafrost processes B Groenke, M Langer, G Gallego, J Boike XXVIII General Assembly of the International Union of Geodesy and Geophysics …, 2023 | | 2023 |
| Arctic Permafrost: The consequences of thaw J Boike, B Groenke, J Nitzbon, J Martin, M Langer | | 2022 |
| An energy conserving method for simulating heat transfer in permafrost with hybrid modeling B Groenke, F Miesner, M Langer, G Gallego, J Boike | | 2022 |
| A probabilistic analysis of permafrost temperature trends with ensemble modeling of heat transfer B Groenke, M Langer, G Gallego, J Boike EGU General Assembly Conference Abstracts, EGU22-10509, 2022 | | 2022 |
| A model-driven approach to quantifying uncertainty in permafrost temperature trends B Groenke, M Langer, G Gallego, J Boike | | 2021 |
| Learning Soil Freeze Characteristic Curves with Universal Differential Equations B Groenke, M Langer, G Gallego, J Boike EGU General Assembly Conference Abstracts, EGU21-13409, 2021 | | 2021 |
