A physics-informed neural network for nonlinear deflection prediction of Ionic Polymer-Metal Composite based on Kolmogorov-Arnold networks
Lin Zhang, Lei Chen, Fengwei An, Zixuan Peng, Yuhang Yang, Tingting Peng, Yongshi Song, Yanzheng Zhao
Topics & Concepts
Computer scienceArtificial neural networkNonlinear systemComposite numberDeflection (physics)Artificial intelligenceAlgorithmPhysicsClassical mechanicsQuantum mechanicsDielectric materials and actuatorsFerroelectric and Piezoelectric MaterialsVibration Control and Rheological Fluids