├── A.m ├── AutoGrad.m ├── NumHessian.m ├── NumJacob.m ├── README.md ├── analytic_solution.m ├── auto_grad.m ├── f.m ├── loss_function.m ├── main.m ├── neural_network.m ├── octave-workspace ├── pde.py ├── psy_trial.m └── sigmoid.m /A.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/A.m -------------------------------------------------------------------------------- /AutoGrad.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/AutoGrad.m -------------------------------------------------------------------------------- /NumHessian.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/NumHessian.m -------------------------------------------------------------------------------- /NumJacob.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/NumJacob.m -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Neural-Networks-to-solve-PDE 2 | -------------------------------------------------------------------------------- /analytic_solution.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/analytic_solution.m -------------------------------------------------------------------------------- /auto_grad.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/auto_grad.m -------------------------------------------------------------------------------- /f.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/f.m -------------------------------------------------------------------------------- /loss_function.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/loss_function.m -------------------------------------------------------------------------------- /main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/main.m -------------------------------------------------------------------------------- /neural_network.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/neural_network.m -------------------------------------------------------------------------------- /octave-workspace: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/octave-workspace -------------------------------------------------------------------------------- /pde.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/pde.py -------------------------------------------------------------------------------- /psy_trial.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/psy_trial.m -------------------------------------------------------------------------------- /sigmoid.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sandy2008/Neural-Networks-to-solve-PDE/HEAD/sigmoid.m --------------------------------------------------------------------------------