Data Science, Neural Networks, Differential Equations, Oil And Gas, Machine Learning Python.
training procedure now consists of two steps: (i) training the model to satisfy the differential equation and (ii) adjusting the initial condition to satisfy the constraint in t=0.5. To simplify training, during the first stage we do not train the variable. For that, call freeze_layers-method. A