| Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere B Bonev, T Kurth, C Hundt, J Pathak, M Baust, K Kashinath, ... Proceedings of the 40th International Conference on Machine Learning 202 …, 2023 | 115 | 2023 |
| Discontinuous Galerkin scheme for the spherical shallow water equations with applications to tsunami modeling and prediction B Bonev, JS Hesthaven, FX Giraldo, MA Kopera Journal of Computational Physics 362, 425-448, 2018 | 52 | 2018 |
| ACE: A fast, skillful learned global atmospheric model for climate prediction O Watt-Meyer, G Dresdner, J McGibbon, SK Clark, B Henn, J Duncan, ... arXiv preprint arXiv:2310.02074, 2023 | 33 | 2023 |
| Pre-computed liquid spaces with generative neural networks and optical flow B Bonev, L Prantl, N Thuerey arXiv preprint arXiv:1704.07854 3, 2017 | 18 | 2017 |
| Generating liquid simulations with deformation-aware neural networks L Prantl, B Bonev, N Thuerey arXiv preprint arXiv:1704.07854, 2017 | 15 | 2017 |
| Pretraining codomain attention neural operators for solving multiphysics pdes MA Rahman, RJ George, M Elleithy, D Leibovici, Z Li, B Bonev, C White, ... arXiv preprint arXiv:2403.12553, 2024 | 13 | 2024 |
| Advancing parsimonious deep learning weather prediction using the HEALPix mesh M Karlbauer, N Cresswell‐Clay, DR Durran, RA Moreno, T Kurth, B Bonev, ... Journal of Advances in Modeling Earth Systems 16 (8), e2023MS004021, 2024 | 12 | 2024 |
| Neural operators with localized integral and differential kernels M Liu-Schiaffini, J Berner, B Bonev, T Kurth, K Azizzadenesheli, ... arXiv preprint arXiv:2402.16845, 2024 | 11 | 2024 |
| A practical probabilistic benchmark for ai weather models ND Brenowitz, Y Cohen, J Pathak, A Mahesh, B Bonev, T Kurth, ... arXiv preprint arXiv:2401.15305, 2024 | 8 | 2024 |
| Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model C Wang, MS Pritchard, N Brenowitz, Y Cohen, B Bonev, T Kurth, D Durran, ... arXiv preprint arXiv:2406.08632, 2024 | 6 | 2024 |
| A comparative study of earthquake source models in high- order accurate tsunami simulations M Hajihassanpour, B Bonev, JS Hesthaven Ocean Modelling, 2019 | 5 | 2019 |
| Exploring the design space of deep-learning-based weather forecasting systems SA Siddiqui, J Kossaifi, B Bonev, C Choy, J Kautz, D Krueger, ... arXiv preprint arXiv:2410.07472, 2024 | 4 | 2024 |
| Application of the AI2 Climate Emulator to E3SMv2's global atmosphere model, with a focus on precipitation fidelity JPC Duncan, E Wu, JC Golaz, PM Caldwell, O Watt‐Meyer, SK Clark, ... Journal of Geophysical Research: Machine Learning and Computation 1 (3 …, 2024 | 4 | 2024 |
| A hierarchical preconditioner for wave problems in quasilinear complexity B Bonev, JS Hesthaven SIAM Journal on Scientific Computing 44 (1), A198-A229, 2022 | 4 | 2022 |
| Modelling atmospheric dynamics with spherical fourier neural operators B Bonev, T Kurth, C Hundt, J Pathak, M Baust, K Kashinath, ... ICLR 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 | 3 | 2023 |
| Huge ensembles part i: Design of ensemble weather forecasts using spherical fourier neural operators A Mahesh, W Collins, B Bonev, N Brenowitz, Y Cohen, J Elms, ... arXiv preprint arXiv:2408.03100, 2024 | 2 | 2024 |
| Guaranteed Approximation Bounds for Mixed-Precision Neural Operators R Tu, C White, J Kossaifi, B Bonev, G Pekhimenko, K Azizzadenesheli, ... The Twelfth International Conference on Learning Representations, 2023 | 2 | 2023 |
| Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale A Carpentieri, J Leinonen, J Adie, B Bonev, D Folini, F Hariri arXiv preprint arXiv:2411.08843, 2024 | 1 | 2024 |
| Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators A Mahesh, W Collins, B Bonev, N Brenowitz, Y Cohen, P Harrington, ... arXiv preprint arXiv:2408.01581, 2024 | 1 | 2024 |
| NVIDIA Earth-2: 2024 AI Research Highlights Spanning Emulation, Forecasting, Huge Ensembles, Downscaling & Data Assimilation. K Kashinath, M Pritchard, ND Brenowitz, J Pathak, Y Cohen, P Garg, ... 105th AMS Annual Meeting, 2025 | | 2025 |
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
