| Hybrid quantum-classical reservoir computing of thermal convection flow P Pfeffer, F Heyder, J Schumacher Physical Review Research 4 (3), 033176, 2022 | 51 | 2022 |
| Echo state network for two-dimensional turbulent moist Rayleigh-Bénard convection F Heyder, J Schumacher Physical Review E 103 (5), 053107, 2021 | 23 | 2021 |
| On the benefits and limitations of echo state networks for turbulent flow prediction MS Ghazijahani, F Heyder, J Schumacher, C Cierpka Measurement Science and Technology 34 (1), 014002, 2022 | 16 | 2022 |
| Reduced-order modeling of two-dimensional turbulent Rayleigh-Bénard flow by hybrid quantum-classical reservoir computing P Pfeffer, F Heyder, J Schumacher Physical Review Research 5 (4), 043242, 2023 | 14 | 2023 |
| Generalizability of reservoir computing for flux-driven two-dimensional convection F Heyder, JP Mellado, J Schumacher Physical Review E 106 (5), 055303, 2022 | 8 | 2022 |
| Generative convective parametrization of a dry atmospheric boundary layer F Heyder, JP Mellado, J Schumacher Journal of Advances in Modeling Earth Systems 16 (6), e2023MS004012, 2024 | 4 | 2024 |