Montgomery Flora

According to our database, Montgomery Flora authored at least 7 papers between 2020 and 2026.

Collaborative distances:

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

2026

Extreme Weather Bench: A framework and benchmark for evaluation of high-impact weather.

Amy McGovern, Taylor Mandelbaum, Daniel Rothenberg, Nicholas Loveday, Corey K. Potvin, Montgomery Flora, Linus Magnusson, Eric Gilleland, John Allen

CoRR, May, 2026

Developing Machine Learning-Based Watch-to-Warning Severe Weather Guidance from the Warn-on-Forecast System.

Montgomery Flora, Samuel Varga, Corey K. Potvin, Noah Lang

CoRR, March, 2026

2025

HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales.

Daniel S. Abdi, Isidora Jankov, Paul Madden, Vanderlei Vargas, Timothy A. Smith, Sergey Frolov, Montgomery Flora, Corey K. Potvin

CoRR, July, 2025

2024

Pixels and Predictions: Potential of GPT-4V in Meteorological Imagery Analysis and Forecast Communication.

John R. Lawson, Montgomery Flora, Kevin H. Goebbert, Seth N. Lyman, Corey K. Potvin, David M. Schultz, Adam J. Stepánek, Joseph E. Trujillo-Falcón

CoRR, 2024

2022

Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction.

Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler

CoRR, 2022

Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement.

Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler

CoRR, 2022

2020

Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System.

Montgomery Flora, Corey K. Potvin, Patrick S. Skinner, Shawn Handler, Amy McGovern

CoRR, 2020