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Published on: December 2, 2022
DFT-guided Lennard-Jones parametrization for accurate CO 2 , N 2 , and CH 4 adsorption in MoOFOUR-1-Ni
Herick Ribeiro Torres1, Roberta Pereira Dias2, Heitor Avelino de Abreu1
1Departamento de Química, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Pampulha, Belo Horizonte, 31270-901, MG, Brazil.
This study developed a specific force field for anion-pillared metal-organic frameworks (APMOFs) to improve natural gas purification simulations. The new method accurately predicts CO2, N2, and CH4 adsorption, outperforming generic force fields.
Area of Science:
- Materials Science
- Computational Chemistry
- Separation Science
Background:
- Anion-pillared metal-organic frameworks (APMOFs) show promise for natural gas purification due to strong electrostatic interactions.
- Classical force fields struggle to accurately model the localized polarization effects in APMOFs, limiting their predictive power.
Purpose of the Study:
- To develop a system-specific force field for the [MoO4]2- pillar in the MoOFOUR-1-Ni APMOF.
- To improve the accuracy of molecular simulations for gas adsorption in APMOFs, specifically for CO2, N2, and CH4.
Main Methods:
- A DFT-guided workflow was used to parameterize Lennard-Jones potentials for the [MoO4]2- anion.
- Density Functional Theory (DFT) calculations determined interaction energies and partial charges.
- Grand Canonical Monte Carlo (GCMC) simulations were performed using the optimized force field, validated against experimental adsorption data.
Main Results:
- The developed force field significantly reduced the mean absolute error for CO2 adsorption by five-fold compared to generic force fields (UFF+DREIDING).
- Excellent agreement was achieved for N2 and CH4 adsorption, validating the model's performance.
- The study highlights the substrate-specific nature of the derived parameters.
Conclusions:
- A DFT-guided approach successfully created a system-specific force field for APMOFs, enhancing simulation accuracy.
- This work demonstrates the limitations of transferable force fields in complex ionic environments and provides a more reliable tool for APMOF research.
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