Uncertainty in Physics and AI: Taxonomy, Quantification, and Validation

Manuel Haußmann, Ramon Winterhalder, Maria Ubiali

Reliable uncertainty quantification is essential for the use of machine learning in physics, where scientific discoveries depend on validated probabilistic statements. We provide a…