SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients

Cunliang Pan, Chengxuan Li, Yü Liu, Yonggang Zheng, Hongfei Ye

2025Computer Methods in Applied Mechanics and Engineering16 citationsDOI

Topics & Concepts

SmoothingStatistical physicsKernel (algebra)PhysicsApplied mathematicsComputer scienceCalculus (dental)Mathematical optimizationMathematicsTheoretical physicsPure mathematicsStatisticsMedicineDentistryModel Reduction and Neural NetworksNuclear reactor physics and engineeringSeismic Imaging and Inversion Techniques