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

Documenti analoghi

• Winter Precipitation Type Diagnosis and Uncertainty Quantification with a Physically Consistent Machine Learning Method
  di: Becker, Charlie, et al.
  Pubblicazione: (2025)
• Controllable Probabilistic Forecasting with Stochastic Decomposition Layers
  di: Schreck, John S., et al.
  Pubblicazione: (2025)
• Community Research Earth Digital Intelligence Twin (CREDIT)
  di: Schreck, John, et al.
  Pubblicazione: (2024)
• CAMulator: Fast Emulation of the Community Atmosphere Model
  di: Chapman, William E., et al.
  Pubblicazione: (2025)
• Uncertainty Quantification of Wind Gust Predictions in the Northeast United States: An Evidential Neural Network and Explainable Artificial Intelligence Approach
  di: Jahan, Israt, et al.
  Pubblicazione: (2025)