Deep Neural Network (DNN) Deep neural network Deep neural networks Density evolution Density evolution method Differential equations Evolution equations General Density Evolution Equation (GDEE) General density evolution equation Learning systems Network architecture Neural-networks Numerical methods Physic informed neural network Physics Informed Neural Network (PINN) Probability Probability Density Evolution Method (PDEM) Probability density evolution method Probability density evolutions Probability evolution Stochastic systems