Conformalized-DeepONet: A distribution-free framework for uncertainty quantification in deep operator networks
Christian Moya, Amirhossein Mollaali, Zecheng Zhang, Lu Lu, Guang Lin
Topics & Concepts
Operator (biology)Uncertainty quantificationStatistical physicsMathematicsDistribution (mathematics)Applied mathematicsCalculus (dental)Computer scienceStatisticsPhysicsMathematical analysisMedicineBiologyGeneBiochemistryDentistryTranscription factorRepressorModel Reduction and Neural NetworksAdversarial Robustness in Machine LearningAnomaly Detection Techniques and Applications