A residual-connection neural network (RISN) solves integral and integro-differential equations with lower mean absolute error than PINN, A-PINN, and SA-PINN on most of 20 benchmark problems.
Theoretical population biology 2(1), 1–23 (1971)
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Advanced Physics-Informed Neural Network with Residuals for Solving Complex Integral Equations
A residual-connection neural network (RISN) solves integral and integro-differential equations with lower mean absolute error than PINN, A-PINN, and SA-PINN on most of 20 benchmark problems.