Litcius/Paper detail

CRAFTED: An exploratory database of simulated adsorption isotherms of metal-organic frameworks

Felipe Lopes Oliveira, Conor Cleeton, Rodrigo Neumann Barros Ferreira, Binquan Luan, Amir H. Farmahini, Lev Sarkisov, M. Steiner

2023Scientific Data41 citationsDOIOpen Access PDF

Abstract

Abstract Grand Canonical Monte Carlo is an important method for performing molecular-level simulations and assisting the study and development of nanoporous materials for gas capture applications. These simulations are based on the use of force fields and partial charges to model the interaction between the adsorbent molecules and the solid framework. The choice of the force field parameters and partial charges can significantly impact the results obtained, however, there are very few databases available to support a comprehensive impact evaluation. Here, we present a database of simulations of CO 2 and N 2 adsorption isotherms on 690 metal-organic frameworks taken from the CoRE MOF 2014 database. We performed simulations with two force fields (UFF and DREIDING), six partial charge schemes (no charges, Qeq, EQeq, MPNN, PACMOF, and DDEC), and three temperatures (273, 298, 323 K). The resulting isotherms compose the C harge-dependent, R eproducible, A ccessible, F orcefield-dependent, and T emperature-dependent E xploratory D atabase ( CRAFTED ) of adsorption isotherms.

Topics & Concepts

NanoporousAdsorptionPartial chargeForce field (fiction)DatabaseMetal-organic frameworkMonte Carlo methodCharge (physics)Grand canonical ensembleChemistryMoleculeComputer sciencePhysical chemistryPhysicsOrganic chemistryStatisticsMathematicsQuantum mechanicsArtificial intelligenceMetal-Organic Frameworks: Synthesis and ApplicationsMachine Learning in Materials ScienceCovalent Organic Framework Applications