Physically constrained generative adversarial networks for improving precipitation fields from Earth system models P Hess, M Drüke, S Petri, FM Strnad, N Boers Nature Machine Intelligence 4 (10), 828-839, 2022 | 56 | 2022 |
Combined small-angle X-ray and neutron scattering restraints in molecular dynamics simulations P Chen, R Shevchuk, FM Strnad, C Lorenz, L Karge, R Gilles, AM Stadler, ... Journal of chemical theory and computation 15 (8), 4687-4698, 2019 | 35 | 2019 |
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies FM Strnad, W Barfuss, JF Donges, J Heitzig Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (12), 2019 | 32 | 2019 |
Merging in-solution X-ray and neutron scattering data allows fine structural analysis of membrane–protein detergent complexes G Dias Mirandela, G Tamburrino, MT Ivanović, FM Strnad, O Byron, ... The Journal of Physical Chemistry Letters 9 (14), 3910-3914, 2018 | 18 | 2018 |
Propagation pathways of Indo-Pacific rainfall extremes are modulated by Pacific sea surface temperatures FM Strnad, J Schlör, R Geen, N Boers, B Goswami Nature Communications 14 (1), 5708, 2023 | 13 | 2023 |
Teleconnection patterns of different El Niño types revealed by climate network curvature FM Strnad, J Schlör, C Fröhlich, B Goswami Geophysical Research Letters 49 (17), e2022GL098571, 2022 | 8 | 2022 |
Extreme rainfall propagation within Boreal Summer Intraseasonal Oscillation modulated by Pacific sea surface temperature FM Strnad, J Schloer, R Geen, N Boers, B Goswami arXiv preprint arXiv:2302.00425, 2023 | 3 | 2023 |
Dynamics, Statistics, and Predictability of Rossby Waves, Heat Waves, and Spatially Compounding Extreme Events V Lembo, S Bordoni, E Bevacqua, DIV Domeisen, CLE Franzke, VM Galfi, ... Bulletin of the American Meteorological Society 105 (12), E2283-E2293, 2024 | 2 | 2024 |
Contribution of El Niño Southern Oscillation (ENSO) diversity to low‐frequency changes in ENSO variance J Schlör, F Strnad, A Capotondi, B Goswami Geophysical Research Letters 51 (14), e2024GL109179, 2024 | 1 | 2024 |
Intraseasonal synchronization of extreme rainfall between North India and the Sahel FM Strnad, KMR Hunt, N Boers, B Goswami Quarterly Journal of the Royal Meteorological Society, e4946, 2025 | | 2025 |
SUB-SEASONAL TO SEASONAL FORECASTS THROUGH SELF-SUPERVISED LEARNING J Thuemmel, F Strnad, J Schlör, MV Butz, B Goswami DKT-13, 2024 | | 2024 |
Sub-Seasonal to seasonal forecasts through self-supervised learning MV Butz, J Thuemmel, J Schlör, B Goswami, F Strnad ICLR 2023, 2023 | | 2023 |