Dale R. Durran

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 6

Top Topics

Latent Variable Models

Anisotropic Diffusion

Weather Prediction

Top Venues

Publications

Jason Stock, Jaideep Pathak, Yair Cohen, Mike Pritchard, Piyush Garg, Dale R. Durran, Morteza Mardani, Noah D. Brenowitz
DiffObs: Generative Diffusion for Global Forecasting of Satellite Observations. CoRR (2024)
Chenggong Wang, Michael S. Pritchard, Noah D. Brenowitz, Yair Cohen, Boris Bonev, Thorsten Kurth, Dale R. Durran, Jaideep Pathak
Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model. CoRR (2024)
Noah D. Brenowitz, Yair Cohen, Jaideep Pathak, Ankur Mahesh, Boris Bonev, Thorsten Kurth, Dale R. Durran, Peter Harrington, Michael S. Pritchard
A Practical Probabilistic Benchmark for AI Weather Models. CoRR (2024)
Matthias Karlbauer, Nathaniel Cresswell-Clay, Raul A. Moreno, Dale R. Durran, Thorsten Kurth, Martin V. Butz
Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh. CoRR (2023)
Jonathan A. Weyn, Dale R. Durran, Rich Caruana, Nathaniel Cresswell-Clay
Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models. CoRR (2021)
Jonathan A. Weyn, Dale R. Durran, Rich Caruana
Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere. CoRR (2020)
Peter N. Blossey, Dale R. Durran
Selective monotonicity preservation in scalar advection. J. Comput. Phys. 227 (10) (2008)