| Towards neural Earth system modelling by integrating artificial intelligence in Earth system science C Irrgang, N Boers, M Sonnewald, EA Barnes, C Kadow, J Staneva, ... Nature Machine Intelligence 3 (8), 667-674, 2021 | 135 | 2021 |
| Impact of oceanic warming on electromagnetic oceanic tidal signals: A CMIP5 climate model‐based sensitivity study J Saynisch, J Petereit, C Irrgang, M Thomas Geophysical Research Letters 44 (10), 4994-5000, 2017 | 28 | 2017 |
| Impact of climate variability on the tidal oceanic magnetic signal—A model‐based sensitivity study J Saynisch, J Petereit, C Irrgang, A Kuvshinov, M Thomas Journal of Geophysical Research: Oceans 121 (8), 5931-5941, 2016 | 27 | 2016 |
| Impact of variable seawater conductivity on motional induction simulated with an ocean general circulation model C Irrgang, J Saynisch, M Thomas Ocean Science 12 (1), 129-136, 2016 | 27 | 2016 |
| Utilizing oceanic electromagnetic induction to constrain an ocean general circulation model: A data assimilation twin experiment C Irrgang, J Saynisch, M Thomas Journal of Advances in Modeling Earth Systems 9 (3), 1703-1720, 2017 | 25 | 2017 |
| Estimating global ocean heat content from tidal magnetic satellite observations C Irrgang, J Saynisch, M Thomas Scientific Reports 9 (1), 7893, 2019 | 23 | 2019 |
| Ensemble simulations of the magnetic field induced by global ocean circulation: Estimating the uncertainty C Irrgang, J Saynisch, M Thomas Journal of Geophysical Research: Oceans 121 (3), 1866-1880, 2016 | 17 | 2016 |
| Self‐validating deep learning for recovering terrestrial water storage from gravity and altimetry measurements C Irrgang, J Saynisch‐Wagner, R Dill, E Boergens, M Thomas Geophysical Research Letters 47 (17), e2020GL089258, 2020 | 14 | 2020 |
| Modelling of electromagnetic signatures of global ocean circulation: physical approximations and numerical issues L Šachl, Z Martinec, J Velímský, C Irrgang, J Petereit, J Saynisch, ... Earth, Planets and Space 71, 1-13, 2019 | 14 | 2019 |
| Machine learning‐based prediction of spatio‐temporal uncertainties in global wind velocity reanalyses C Irrgang, J Saynisch‐Wagner, M Thomas Journal of Advances in Modeling Earth Systems 12 (5), e2019MS001876, 2020 | 11 | 2020 |
| Electromagnetic characteristics of ENSO J Petereit, J Saynisch, C Irrgang, T Weber, M Thomas Ocean Science 14 (3), 515-524, 2018 | 11 | 2018 |
| Depth of origin of ocean-circulation-induced magnetic signals C Irrgang, J Saynisch-Wagner, M Thomas Annales Geophysicae 36 (1), 167-180, 2018 | 11 | 2018 |
| Will artificial intelligence supersede earth system and climate models? C Irrgang, N Boers, M Sonnewald, EA Barnes, C Kadow, J Staneva, ... arXiv preprint arXiv:2101.09126, 2021 | 10 | 2021 |
| Analysis of Ocean Tide‐Induced Magnetic Fields Derived From Oceanic In Situ Observations: Climate Trends and the Remarkable Sensitivity of Shelf Regions J Petereit, J Saynisch‐Wagner, C Irrgang, M Thomas Journal of Geophysical Research: Oceans 124 (11), 8257-8270, 2019 | 9 | 2019 |
| Estimating ocean tide model uncertainties for electromagnetic inversion studies J Saynisch, C Irrgang, M Thomas Annales geophysicae 36 (4), 1009-1014, 2018 | 9 | 2018 |
| Improving atmospheric angular momentum forecasts by machine learning R Dill, J Saynisch‐Wagner, C Irrgang, M Thomas Earth and Space Science 8 (12), e2021EA002070, 2021 | 8 | 2021 |
| Tide-induced magnetic signals and their errors derived from CHAMP and Swarm satellite magnetometer observations J Saynisch-Wagner, J Baerenzung, A Hornschild, C Irrgang, M Thomas Earth, Planets and Space 73, 1-11, 2021 | 6 | 2021 |
| On the use of satellite altimetry to detect ocean circulation's magnetic signals J Saynisch, C Irrgang, M Thomas Journal of Geophysical Research: Oceans 123 (3), 2305-2314, 2018 | 6 | 2018 |
| Impact of variable sea-water conductivity on motional induction simulated with an OGCM. C Irrgang, J Saynisch, M Thomas Ocean Science Discussions 12 (4), 2015 | 6 | 2015 |
| Phase changes of electromagnetic oceanic tidal signals J Saynisch‐Wagner, J Petereit, C Irrgang, M Thomas Journal of Geophysical Research: Oceans 125 (4), e2019JC015960, 2020 | 5 | 2020 |
