Data, Digital Twin, Statistics, Physics, Water Filtration.
First, the modeller must guess the structure of an equation (eg, linear or quadratic) to describe the phenomenon. Second, they fit the equation to training data to get the best model parameters. Third, the equation is used to predict the behaviour of new (unknown) data. Once the modeller chooses