Nonlinear Partial Differential Equations

MTN-PINN: integrating multi-dimensional Taylor network with physics-informed neural networks for solving nonlinear partial differential equations featured image

MTN-PINN: integrating multi-dimensional Taylor network with physics-informed neural networks for solving nonlinear partial differential equations

Automatic differentiation might bring about numerical instability in the solution of partial differential equations (PDEs). Therefore, to address this challenge, an MTN-PINN …

avatar
Yitong Sun
 |   |