RA-PINN embeds gated attention in a residual network to reduce localized errors at steep charge boundaries while obeying the governing equations.
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2026 1verdicts
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High-Fidelity Reconstruction of Charge Boundary Layers and Sharp Interfaces in Electro-Thermal-Convective Flows via Residual-Attention PINNs
RA-PINN embeds gated attention in a residual network to reduce localized errors at steep charge boundaries while obeying the governing equations.