Magnani, Emilia

3 publications

TMLR 2025 Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs Emilia Magnani, Nicholas Krämer, Runa Eschenhagen, Lorenzo Rosasco, Philipp Hennig

ICML 2025 Linearization Turns Neural Operators into Function-Valued Gaussian Processes Emilia Magnani, Marvin Pförtner, Tobias Weber, Philipp Hennig

ICLRW 2024 Uncertainty Quantification for Fourier Neural Operators Tobias Weber, Emilia Magnani, Marvin Pförtner, Philipp Hennig