(595a) Progress Towards Ultra-Fast Screening of Porous Sorbents for Chemical Separations
AIChE Annual Meeting
2017
2017 Annual Meeting
Computational Molecular Science and Engineering Forum
Data Mining and Machine Learning in Molecular Sciences I
Wednesday, November 1, 2017 - 3:15pm to 3:45pm
Crystalline nanoporous materials such as zeolites and metal-organic frameworks have potential applications in a wide range of chemical separations, including adsorption-based and membrane-based processes. We will discuss progress in methods to screen large libraries of materials for chemical separations. A particular problem of interest is whether computational methods can be used to efficiently characterize not only a large number of adsorbent materials but also large collections of potential adsorbing molecules. Initial results from considering this question allow us to discuss whether âprivilegedâ adsorbents exist that have high performance for a large number of distinct chemical separations.