Reducing the computational cost of the ECF using a nuFFT: A fast and objective probability density estimation method. - Travis A. O'Brien; William D. Collins; Sara A. Rauscher; Todd D. Ringler (Comput. Stat. Data Anal., 2014)

TECA: Petascale Pattern Recognition for Climate Science. - Prabhat; Surendra Byna; Venkatram Vishwanath; Eli Dart; Michael F. Wehner; William D. Collins (CAIP (2), 2015)

Progress in Fast, Accurate Multi-scale Climate Simulations. - William D. Collins; Hans Johansen; Katherine J. Evans; Carol S. Woodward; Peter M. Caldwell (ICCS, 2015)

Evaluation of hydrologic components of community land model 4 and bias identification. - Enhao Du; Alan V. Di Vittorio; William D. Collins (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets. - Yunjie Liu; Evan Racah; Prabhat; Joaquin Correa; Amir Khosrowshahi; David Lavers; Kenneth Kunkel; Michael F. Wehner; William D. Collins (CoRR, 2016)

A fast and objective multidimensional kernel density estimation method: fastKDE. - Travis A. O'Brien; Karthik Kashinath; Nicholas R. Cavanaugh; William D. Collins; John P. O'Brien (Comput. Stat. Data Anal., 2016)

What are the effects of Agro-Ecological Zones and land use region boundaries on land resource projection using the Global Change Assessment Model? - Alan V. Di Vittorio; Page Kyle; William D. Collins (Environ. Model. Softw., 2016)

Analyzing and Exploring Training Recipes for Large-Scale Transformer-Based Weather Prediction. - Jared D. Willard; Peter Harrington; Shashank Subramanian; Ankur Mahesh; Travis A. O'Brien; William D. Collins (CoRR, 2024)

Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators. - 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; et al. (CoRR, 2024)

Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators. - 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; et al. (CoRR, 2024)

Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models. - Paul A. Ullrich; Elizabeth A. Barnes; William D. Collins; Katherine Dagon; Shiheng Duan; Joshua Elms; Jiwoo Lee; L. Ruby Leung; Dan Lu; Maria J. Molina; Travis A. O'Brien (CoRR, 2024)

FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale. - Boris Bonev; Thorsten Kurth; Ankur Mahesh; Mauro Bisson; Jean Kossaifi; Karthik Kashinath; Anima Anandkumar; William D. Collins; Michael S. Pritchard; Alexander Keller (CoRR, 2025)