Litcius/Paper detail

Gradient-enhanced PINN with residual unit for studying forward-inverse problems of variable coefficient equations

Huijuan Zhou, Yong Chen

2025Physica D Nonlinear Phenomena8 citationsDOI

Topics & Concepts

ResidualMathematicsInverseMathematical analysisVariable (mathematics)Unit (ring theory)Method of mean weighted residualsApplied mathematicsInverse problemVariable coefficientPhysicsGeometryAlgorithmNonlinear systemQuantum mechanicsMathematics educationGalerkin methodModel Reduction and Neural NetworksNumerical methods in inverse problemsNumerical methods in engineering