FieldPerceiver: Domain agnostic transformer model to predict multiscale physical fields and nonlinear material properties through neural ologs
Markus J. Buehler
Topics & Concepts
Computer scienceNonlinear systemArtificial neural networkConvolutional neural networkTransformerPhysical systemField (mathematics)Artificial intelligenceEngineeringMathematicsPhysicsVoltageQuantum mechanicsPure mathematicsElectrical engineeringMachine Learning in Materials ScienceNon-Destructive Testing TechniquesHydrogen embrittlement and corrosion behaviors in metals