Data, Digital Twin, Statistics, Physics, Water Filtration.
whitebox Two basic types of mathematical models can be used to describe data. Blackbox models, such as neural networks, rely on statistical measures and data trends. These can lack insight and are prone to overfitting (when the model’s parameters fit too closely to the training data). Data-driven