Highlights•Systematically review 82 model-based design (MBD) toolkits.•Dynamic,
multiscale, and interdisciplinary grand challenges drive software trends.•Organize MBD …

Innovative membrane technologies optimally integrated into large separation process plants
are essential for economical water treatment and disposal. However, the mass transport …

Membrane processes are complex systems, often comprising several physicochemical
phenomena, as well as biological reactions, depending on the systems studied. Therefore …

The chemical industry is facing ever-increasing challenges for developing novel products
and processes capable of reducing environmental impacts and curbing resource depletion …

Abstract Machine learning (ML) has been rapidly transforming the landscape of natural
sciences and has the potential to revolutionize the process of data analysis and hypothesis …

Current trends in molecular modelling are geared towards increasingly realistic
representations of the modelled systems. This is reflected in larger, more complex systems …

Accurate and reliable mathematical models play a key role in membrane system design.
Process simulators have been proven to be successful in modeling, simulate, and optimize …

Membrane technology is commonly used within food, bio-and pharmaceutical processes.
Beside single-stage membranes, multi-stage membrane systems are become more popular …

Advances in simulation and optimization technologies coupled with the continued growth in
computing power now increasingly pave the way for the development of advanced model …

The book Modeling in Membranes and Membrane-Based Processes is based on the idea of
developing a reference which will cover most relevant and “state-of-the-art” approaches in …