Publications

	Neural operators with localized integral and differential kernels Miguel Liu-Schiaffini, Julius Berner, Boris Bonev, Thorsten Kurth, Kamyar Azizzadenesheli, Anima Anandkumar under review, 2024 DOI PDF
	A Practical Probabilistic Benchmark for AI Weather Models Noah D. Brenowitz, Yair Cohen, Jaideep Pathak, Ankur Mahesh, Boris Bonev, Thorsten Kurth, Dale R. Durran, Peter Harrington, Michael S. Pritchard under review, 2024 DOI PDF
	Guaranteed Approximation Bounds for Mixed-Precision Neural Operators Renbo Tu, Colin White, Jean Kossaifi, Boris Bonev, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar International Conferenceon Learning Representations (ICLR), 2023 DOI PDF
	ACE: A fast, skillful learned global atmospheric model for climate prediction Oliver Watt-Meyer, Gideon Dresdner, Jeremy McGibbon, Spencer K. Clark, Brian Henn, James Duncan, Noah D. Brenowitz, Karthik Kashinath, Michael S. Pritchard, Boris Bonev, Matthew E. Peters, Christopher S. Bretherton Under review, 2023 DOI PDF
	Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh Matthias Karlbauer, Nathaniel Cresswell-Clay, Dale R Durran, Raul A Moreno, Thorsten Kurth, Boris Bonev, Noah Brenowitz, Martin V Butz under review, 2023 DOI PDF
	Spherical Fourier neural operators: learning stable dynamics on the sphere Boris Bonev, Thorsten Kurth, Christian Hundt, Jaideep Pathak, Maximilian Baust, Karthik Kashinath, Anima Anandkumar International Conference on Machine Learning (ICML), 2023 DOI PDF Video
	Efficient algorithms for wave problems Boris Bonev PhD Thesis, Applied Mathematics, EPFL, 2021 DOI PDF
	A hierarchical preconditioner for wave problems in quasilinear complexity Boris Bonev, Jan S. Hesthaven SIAM: Journal on Scientific Computing, 2020 DOI PDF BibTex
	A comparative study of earthquake source models in high-order accurate tsunami simulations Hajihassanpour, Mahya; Bonev, Boris; Hesthaven, Jan S. Ocean Modelling, 2019 DOI PDF
	Generating Liquid Simulations with Deformation-aware Neural Networks Prantl, Lukas; Bonev, Boris; Thuerey Nils International Conference on Learning Representations (ICLR), 2018 DOI Video BibTex
	Discontinuous Galerkin scheme for the spherical shallow water equations with applications to tsunami modeling and prediction Boris Bonev, Jan S. Hesthaven, Francis X. Giraldo, Michal A. Kopera Journal of Computational Physics (JCP), 2018 DOI PDF Video Video