María J. Molina

1. Estimating Epistemic and Aleatoric Uncertainty with a Single Model
   2024/02/05 by Matthew A. Chan, Chan, Matthew A., María J. Molina +3 · 12 citations
   Decision Sciences · #Forecasting Techniques and Applications
2. Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications
   2023/09/22 by John S. Schreck, David John Gagne, Charlie Becker +19 · 1 voice · 2 citations
   Computer Science · Engineering · #Advanced Data Processing Techniques #Reservoir Engineering and Simulation Methods #Seismology and Earthquake Studies #cs.LG
3. Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models
   2024/10/24 by Paul Ullrich, Elizabeth A. Barnes, Ullrich, Paul A. +19 · 4 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Data Processing Techniques #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Geological Modeling and Analysis #Machine Learning (cs.LG)