Data Science, Neural Networks, Differential Equations, Oil And Gas, Machine Learning Python.
diffusivity (inverse value of a in the formula) is only known with large error up to an interval of values: To handle this problem in a classical manner one needs to run a set of simulations, each for different value of diffusivity. Alternatively, one can use a neural-network based approach. As it