William D. Collins

According to our database, William D. Collins authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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, David Pruitt, Mark Risser, Shashank Subramanian, Jared Willard

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, Mark Risser, Shashank Subramanian, Jared Willard

CoRR, 2024

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

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

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

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

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

2015

Progress in Fast, Accurate Multi-scale Climate Simulations.

William D. Collins, Hans Johansen, Katherine J. Evans, Carol S. Woodward, Peter M. Caldwell

Proceedings of the International Conference on Computational Science, 2015

TECA: Petascale Pattern Recognition for Climate Science.

Prabhat, Surendra Byna, Venkatram Vishwanath, Eli Dart, Michael F. Wehner, William D. Collins

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

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