Newman, Dava

3 publications

NeurIPS 2023 GEO-Bench: Toward Foundation Models for Earth Monitoring Alexandre Lacoste, Nils Lehmann, Pau Rodriguez, Evan Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vazquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu

ICMLW 2022 Multiscale Neural Operator: Learning Fast and Grid-Independent PDE Solvers Björn Lütjens, Catherine H. Crawford, Campbell D Watson, Christopher Hill, Dava Newman

NeurIPSW 2021 Spectral PINNs: Fast Uncertainty Propagation with Physics-Informed Neural Networks Björn Lütjens, Catherine H Crawford, Mark Veillette, Dava Newman