William D. Collins

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 5

Top Topics

Convolutional Neural Networks

Pattern Recognition

Probability Density Estimation

Top Venues

Comput. Stat. Data Anal.

Publications

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 (2024)
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 (2016)
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 (2016)
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 (2016)
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 (2016)
William D. Collins, Hans Johansen, Katherine J. Evans, Carol S. Woodward, Peter M. Caldwell
Progress in Fast, Accurate Multi-scale Climate Simulations. ICCS (2015)
Prabhat, Surendra Byna, Venkatram Vishwanath, Eli Dart, Michael F. Wehner, William D. Collins
TECA: Petascale Pattern Recognition for Climate Science. CAIP (2) (2015)
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 (2014)