PINN-AFP: A novel C-S curve estimation method for asphalt mixtures fatigue prediction based on physics-informed neural network
Chengjia Han, Jinglin Zhang, Zhijia Tu, Tao Ma
Topics & Concepts
Artificial neural networkAsphaltGeneralizationStructural engineeringNonlinear systemViscoelasticitySensitivity (control systems)Materials scienceComputer scienceArtificial intelligenceMathematicsEngineeringComposite materialMathematical analysisPhysicsQuantum mechanicsElectronic engineeringAsphalt Pavement Performance EvaluationInfrastructure Maintenance and MonitoringNon-Destructive Testing Techniques