Charlie Becker

According to our database, Charlie Becker authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Toward a Scientific Discovery Engine for Weather and Climate Data: A Visual Analytics Workbench for Embedding-Based Exploration.

Nihanth W. Cherukuru, Matt Rehme, Kirsten J. Mayer, David John Gagne, John S. Schreck, John P. Clyne, Charlie Becker

CoRR, May, 2026

2025

Controllable Probabilistic Forecasting with Stochastic Decomposition Layers.

John S. Schreck, William E. Chapman, Charlie Becker, David John Gagne II, Dhamma Kimpara, Nihanth W. Cherukuru, Judith Berner, Kirsten J. Mayer, Negin Sobhani

CoRR, December, 2025

Uncertainty Quantification of Wind Gust Predictions in the Northeast US: An Evidential Neural Network and Explainable Artificial Intelligence Approach.

Israt Jahan, John S. Schreck, David John Gagne, Charlie Becker, Marina Astitha

CoRR, February, 2025

Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach.

Israt Jahan, John S. Schreck, David John Gagne, Charlie Becker, Marina Astitha

Environ. Model. Softw., 2025

2023

Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications.

John S. Schreck, David John Gagne II, Charlie Becker, William E. Chapman, Kim Elmore, Gabrielle Gantos, Eliot Kim, Dhamma Kimpara, Thomas Martin, Maria J. Molina, Vanessa M. Pryzbylo, Jacob Radford, Belen Saavedra, Justin Willson, Christopher D. Wirz

CoRR, 2023