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A meshless Runge-Kutta-based Physics-Informed Neural Network framework for structural vibration analysis

Shusheng Xiao, Jinshuai Bai, Hyogu Jeong, Laith Alzubaidi, Yuantong Gu

2024Engineering Analysis with Boundary Elements19 citationsDOI

Topics & Concepts

Runge–Kutta methodsVibrationMeshfree methodsArtificial neural networkComputer scienceMathematicsPhysicsApplied mathematicsMathematical analysisArtificial intelligenceAcousticsNumerical analysisFinite element methodThermodynamicsStructural Health Monitoring TechniquesModel Reduction and Neural NetworksUltrasonics and Acoustic Wave Propagation
A meshless Runge-Kutta-based Physics-Informed Neural Network framework for structural vibration analysis | Litcius