Agent-Physics-Informed Neural Network solving frequency-domain Helmholtz equation related forward and inverse problems
Zeyuan Dong, Chang Su, Hao Chen, Weijun Lin, Yubing Li
Topics & Concepts
Helmholtz equationHelmholtz free energyArtificial neural networkDomain (mathematical analysis)InverseFrequency domainInverse problemPhysicsApplied mathematicsMathematical analysisMathematicsClassical mechanicsCalculus (dental)Mathematical physicsComputer scienceTheoretical physicsArtificial intelligenceQuantum mechanicsBoundary value problemGeometryMedicineDentistryModel Reduction and Neural NetworksStructural Health Monitoring TechniquesImage and Signal Denoising Methods