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)

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)

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)