Montgomery L. Flora
- HRRRCast: A Data-Driven Emulator for Regional Weather Forecasting at Convection-Allowing Scales
2025/07/08 by Daniel Abdi, Abdi, Daniel, Isidora Jankov +15 · 2 voices · 4 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Climate variability and models
- Pixels and Predictions: Potential of GPT-4V in Meteorological Imagery Analysis and Forecast Communication
2024/04/22 by John R. Lawson, Joseph E. Trujillo-Falcón, Lawson, John R. +13 · 3 citations
Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Meteorological Phenomena and Simulations
- Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement
2022/11/16 by Montgomery Flora, Montgomery L. Flora, Corey K. Potvin +7 · 1 voice · 1 citation
Computer Science · Engineering · Environmental Science · #Energy Load and Power Forecasting #Explainable Artificial Intelligence (XAI) #Hydrological Forecasting Using AI #cs.AI #cs.LG #physics.ao-ph #stat.AP #stat.ML
- A Rose by Any Other Name: On Basic Scores from the 2 × 2 Table and the Plethora of Names Attached to Them
2024/03/05 by Harold E. Brooks, Montgomery L. Flora, Michael E. Baldwin · 1 voice · 1 citation
Engineering · Mathematics · Biochemistry, Genetics and Molecular Biology · #graph theory and CDMA systems #Mathematics and Applications #DNA and Biological Computing
- Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction
2022/11/18 by Montgomery L. Flora, Flora, Montgomery, Corey K. Potvin +5 · 1 citation
Computer Science · Decision Sciences · Environmental Science · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications #Air Quality Monitoring and Forecasting