This study aims to assess the efficacy of machine learning models in predicting solute concentration (C) distribution in a membrane separation process, using the input parameters which are spatial ...

Membrane separation can be applied for pharmaceutical processing in separation and purification of compounds in liquid phase. In solution, both porous and non-porous membranes can be applied to ...

In data analysis, time series forecasting relies on various machine learning algorithms, each with its own strengths. However, we will talk about two of the most used ones. Long Short-Term Memory ...