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Published on: May 12, 2023
First-principles Hubbard U approach for small molecule binding in metal-organic frameworks
Gregory W Mann1, Kyuho Lee2, Matteo Cococcioni3
1Department of Chemistry, University of California, Berkeley, California 94720, USA.
This study uses first-principles calculations to accurately predict small molecule binding energies in metal-organic frameworks (MOFs). The method provides reliable results for transition metal centers, enhancing MOF design for applications like carbon capture.
Area of Science:
- Computational Chemistry
- Materials Science
- Solid-State Physics
Background:
- Accurate prediction of small molecule binding to transition metal atoms in metal-organic frameworks (MOFs) is crucial for designing materials with specific functionalities.
- Previous computational methods often rely on empirical parameters, limiting predictive accuracy and applicability across different metal centers.
Purpose of the Study:
- To develop and validate a first-principles computational approach for calculating small molecule binding energetics to open-shell transition metal atoms in MOFs.
- To determine accurate Hubbard U values ab initio for various metal centers in M-MOF-74 systems.
- To assess the predictive capability of the method for CO2 binding energies and lattice parameters.
Main Methods:
- Density Functional Theory (DFT) with Hubbard U corrections and van der Waals dispersion-corrected functionals.
- Ab initio determination of Hubbard U values using a linear response procedure.
- Application to M-MOF-74 systems with different transition metal centers (M = Ti, V, Cr, Mn, Fe, Co, Ni, Cu).
Main Results:
- Calculated lattice parameters for M-MOF-74 systems show excellent agreement with experimental data (within 3%).
- Ab initio determined Hubbard U values lead to accurate electronic contributions to CO2-MOF binding energies.
- CO2 binding energy in Co-MOF-74 increases monotonically with Hubbard U, demonstrating the method's sensitivity and predictive potential.
Conclusions:
- The first-principles approach with ab initio Hubbard U corrections offers a computationally efficient and accurate method for predicting small molecule binding energetics in MOFs.
- This validated methodology can be reliably used for designing novel MOFs with tailored properties, independent of specific cations or experimental data availability.
- The study provides valuable insights into the relationship between Hubbard U values and gas binding affinities in open-shell transition metal MOFs.
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