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Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
Published on: September 17, 2021
Combining Density Functional Embedding Theory and DMRG-NEVPT2 to Treat Large Active Spaces: Addressing Electronic
Phillips Hutchison1, Ziyang Wei1, Emily A Carter1,2
1Department of Mechanical and Aerospace Engineering, Princeton University, 41 Olden Street, Princeton, New Jersey 08544, United States.
Single-atom alloys (SAAs) show promise in catalysis, but accurately modeling them requires advanced computational methods. This study introduces an embedded density matrix renormalization group (DMRG) approach to accurately calculate adsorption energies for SAAs, overcoming limitations of traditional methods.
Area of Science:
- Computational chemistry
- Materials science
- Surface science
Background:
- Single-atom alloys (SAAs) are crucial in heterogeneous catalysis due to unique electronic properties.
- Density functional theory (DFT) is widely used but has limitations for photo- and electrocatalysis.
- Density functional embedding theory (DFET)/embedded correlated wavefunction (ECW) methods can correct DFT errors.
Purpose of the Study:
- To develop and apply advanced computational methods for accurate modeling of SAAs.
- To overcome limitations of traditional multireference methods for SAAs with complex electronic structures.
- To investigate CO adsorption on various metal-doped Ag(100) surfaces.
Main Methods:
- Combined DFET/ECW with density matrix renormalization group (DMRG) methods (DMRGSCF and DMRG-NEVPT2) within the PySCF code.
- Utilized embedded DMRGSCF and embedded DMRG-NEVPT2 for calculations.
- Analyzed CO adsorption on Ni-, Rh-, Pd-, and Pt-doped Ag(100) using varying active spaces.
Main Results:
- Conventional active spaces in multireference methods led to overbinding of CO.
- Larger active spaces, enabled by DMRGSCF and DMRG-NEVPT2, provided accurate adsorption free energies.
- The choice of active space significantly impacts the accuracy of calculated adsorption energies.
Conclusions:
- Embedded DMRG-NEVPT2 is a powerful method for studying catalytic reactions on metal surfaces, especially when large active spaces are needed.
- Future multireference calculations for SAAs should include all dopant d-orbitals and relevant host metal orbitals.
- This work provides a reliable computational framework for understanding SAA catalysis.
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