Automated coordination corrected enthalpies with AFLOW-CCE
arXiv:2101.02724 · doi:10.1103/PhysRevMaterials.5.043803
Abstract
The computational design of materials with ionic bonds poses a critical challenge to thermodynamic modeling since density functional theory yields inaccurate predictions of their formation enthalpies. Progress requires leveraging physically insightful correction methods. The recently introduced coordination corrected enthalpies (CCE) method delivers accurate formation enthalpies with mean absolute errors close to room temperature thermal energy, i.e., 25meV/atom. The CCE scheme, depending on the number of cation-anion bonds and oxidation state of the cation, requires an automated analysis of the system to determine and apply the correction. Here, we present AFLOW-CCE -- our implementation of CCE into the AFLOW framework for computational materials design. It features a command line tool, a web interface and a Python environment. The workflow includes a structural analysis, automatically determines oxidation numbers, and accounts for temperature effects by parametrizing vibrational contributions to the formation enthalpy per bond.
11 pages, 4 figures, 2 tables
References in corpus (13)
- Quantum ESPRESSO: a modular and open-source software project for quantum simulations of materials
- AFLOW: An automatic framework for high-throughput materials discovery
- High-entropy high-hardness metal carbides discovered by entropy descriptors
- AiiDA: Automated Interactive Infrastructure and Database for Computational Science
- High-Throughput Computational Screening of thermal conductivity, Debye temperature and Grüneisen parameter using a quasi-harmonic Debye Model
- Physical descriptor for the Gibbs energy of inorganic crystalline solids and temperature-dependent materials chemistry
- A RESTful API for exchanging Materials Data in the AFLOWLIB.org consortium
- Performance of the strongly constrained and appropriately normed density functional for solid-state materials
- Structural properties and enthalpy of formation of magnesium hydride from quantum Monte Carlo calculations
- A high-throughput ab initio review of platinum-group alloy systems
- Combining the AFLOW GIBBS and Elastic Libraries for efficiently and robustly screening thermo-mechanical properties of solids
- Accurate ground state- and quasiparticle energies: beyond the RPA and GW methods with adiabatic exchange-correlation kernels
- Structure maps for hcp metals from first principles calculations
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- AFLOW4: heading toward disorder
- High-Throughput Prediction of Exfoliable Non-van der Waals Materials from a Universal Potential