Hybrid Quantumclassical Physicsinformed Neural Network Hqcpinn

“We propose a Hybrid Quantum-Classical Physics-Informed Neural Network (HQC-PINN) that integrates parameterized variational quantum circuits into the PINN framework for hydrological PDE-constrained learning.”