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2020 – today
- 2024
[i4]Jared D. Willard, Peter Harrington, Shashank Subramanian, Ankur Mahesh, Travis A. O'Brien, William D. Collins:
Analyzing and Exploring Training Recipes for Large-Scale Transformer-Based Weather Prediction. CoRR abs/2404.19630 (2024)- [i3]Ankur Mahesh, William D. Collins, Boris Bonev, Noah D. Brenowitz, Yair Cohen, Peter Harrington, Karthik Kashinath, Thorsten Kurth, Joshua North, Travis A. O'Brien, Michael S. Pritchard, David Pruitt, Mark Risser, Shashank Subramanian, Jared Willard:
Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators. CoRR abs/2408.01581 (2024) - [i2]Ankur Mahesh, William D. Collins, Boris Bonev, Noah D. Brenowitz, Yair Cohen, Joshua Elms, Peter Harrington, Karthik Kashinath, Thorsten Kurth, Joshua North, Travis A. O'Brien, Michael S. Pritchard, David Pruitt, Mark Risser, Shashank Subramanian, Jared Willard:
Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators. CoRR abs/2408.03100 (2024)
2010 – 2019
- 2016
- [j4]Enhao Du, Alan V. Di Vittorio
, William D. Collins:
Evaluation of hydrologic components of community land model 4 and bias identification. Int. J. Appl. Earth Obs. Geoinformation 48: 5-16 (2016) - [j3]Travis A. O'Brien, Karthik Kashinath, Nicholas R. Cavanaugh, William D. Collins, John P. O'Brien:
A fast and objective multidimensional kernel density estimation method: fastKDE. Comput. Stat. Data Anal. 101: 148-160 (2016) - [j2]Alan V. Di Vittorio, Page Kyle, William D. Collins:
What are the effects of Agro-Ecological Zones and land use region boundaries on land resource projection using the Global Change Assessment Model? Environ. Model. Softw. 85: 246-265 (2016) - [i1]Yunjie Liu, Evan Racah, Prabhat, Joaquin Correa, Amir Khosrowshahi, David Lavers, Kenneth Kunkel, Michael F. Wehner, William D. Collins:
Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets. CoRR abs/1605.01156 (2016) - 2015
- [c2]Prabhat, Surendra Byna, Venkatram Vishwanath, Eli Dart, Michael F. Wehner, William D. Collins:
TECA: Petascale Pattern Recognition for Climate Science. CAIP (2) 2015: 426-436 - [c1]William D. Collins, Hans Johansen, Katherine J. Evans, Carol S. Woodward, Peter M. Caldwell:
Progress in Fast, Accurate Multi-scale Climate Simulations. ICCS 2015: 2006-2015 - 2014
- [j1]Travis A. O'Brien, William D. Collins, Sara A. Rauscher, Todd D. Ringler:
Reducing the computational cost of the ECF using a nuFFT: A fast and objective probability density estimation method. Comput. Stat. Data Anal. 79: 222-234 (2014)
Coauthor Index
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