Artificial intelligence (AI)-based methods continue to make inroads into accelerated
materials design and development. Here, we review AI-enabled advances made in the …

The addition of nanoparticles (NPs) to a polymer matrix, forming a polymer nanocomposite
(PNC), is known to alter the microscopic dynamic processes of both species which leads to …

Membrane-based separations can improve energy efficiency and reduce the environmental
impacts associated with traditional approaches. Nevertheless, many challenges must be …

For the last decades, nanocomposites materials have been widely studied in the scientific
literature as they provide substantial properties enhancements, even at low nanoparticles …

Research into extended porous materials such as metal‐organic frameworks (MOFs) and
porous organic frameworks (POFs), as well as the analogous metal‐organic polyhedra …

The field of polymer nanocomposites has been at the forefront of research in the polymer
community for the past few decades. Foundational work published in Macromolecules …

Membrane processes have evolved as a competitive approach in CO2 separations
compared with absorption and adsorption processes, due to their inherent attributes such as …

The field of polymer membrane design is primarily based on empirical observation, which
limits discovery of new materials optimized for separating a given gas pair. Instead of relying …

This review provides a new perspective on the role of the state-of-the-art polymers of
intrinsic microporosity (PIMs) in key energy-intensive membrane-based gas separations …

The main purpose of research in membrane gas separation is to develop membranes with
high permeability and selectivity. Historically, the gas separation performance of polymeric …