Eva‐Maria Walz
- Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-valued Model Output
2022/12/16 by Eva‐Maria Walz, Alexander Henzi, Walz, Eva-Maria +5 · 4 citations
Computer Science · Decision Sciences · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
- Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)
2019/11/29 by Tilmann Gneiting, Gneiting, Tilmann, Eva‐Maria Walz +1 · 3 citations
Decision Sciences · Medicine · #FOS: Computer and information sciences #Hemodynamic Monitoring and Therapy #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Reliability and Agreement in Measurement #Sepsis Diagnosis and Treatment
- Decompositions of the mean continuous ranked probability score
2023/11/23 by Sebastian J. Arnold, Eva‐Maria Walz, Arnold, Sebastian +5 · 3 citations
Decision Sciences · Environmental Science · #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Forecasting Techniques and Applications #Hydrology and Drought Analysis #Methodology (stat.ME)
- Physics-based vs. data-driven 24-hour probabilistic forecasts of precipitation for northern tropical Africa
2024/01/08 by Eva‐Maria Walz, Walz, Eva-Maria, Peter Knippertz +7 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Applications (stat.AP) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis