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Title: FEFOS: a method to derive oxide formation energies from oxidation states

Journal Article · · Catalysis Science and Technology
DOI: https://doi.org/10.1039/D3CY00107E · OSTI ID:1974096
ORCiD logo [1];  [2];  [3]; ORCiD logo [2]
  1. School of Chemistry, CRANN and AMBER Research Centres, Trinity College Dublin, College Green, Dublin 2, Ireland, SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
  2. School of Chemistry, CRANN and AMBER Research Centres, Trinity College Dublin, College Green, Dublin 2, Ireland
  3. SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA

Herein we report an interpretable, computationally efficient method to forecast formation energies from oxidation states of binary oxides from unary oxide entries in Materials Project. This new method is envisioned to guide inverse catalyst design.

Sponsoring Organization:
USDOE
OSTI ID:
1974096
Alternate ID(s):
OSTI ID: 1984868
Journal Information:
Catalysis Science and Technology, Journal Name: Catalysis Science and Technology Journal Issue: 11 Vol. 13; ISSN CSTAGD; ISSN 2044-4753
Publisher:
Royal Society of Chemistry (RSC)Copyright Statement
Country of Publication:
United Kingdom
Language:
English

References (31)

The Open Quantum Materials Database (OQMD): assessing the accuracy of DFT formation energies journal December 2015
New frontiers for the materials genome initiative journal April 2019
A Theoretical Investigation into the Role of Surface Defects for Oxygen Evolution on RuO 2 journal August 2017
Rutile Alloys in the Mn–Sb–O System Stabilize Mn 3+ To Enable Oxygen Evolution in Strong Acid journal October 2018
The Materials Genome Initiative, the interplay of experiment, theory and computation journal April 2014
Niobium, Tantalum, and Tungsten Doped Tin Dioxides as Potential Support Materials for Fuel Cell Catalyst Applications journal March 2020
Electron Counting in Solids: Oxidation States, Partial Charges, and Ionicity journal April 2017
Neodymium‐Doped IrO 2 Electrocatalysts Supported on Titanium Plates for Enhanced Chlorine Evolution Reaction Performance journal March 2021
Commentary: The Materials Project: A materials genome approach to accelerating materials innovation journal July 2013
Oxidation energies of transition metal oxides within the GGA + U framework journal May 2006
Origins of Coexistence of Conductivity and Transparency in SnO 2 journal February 2002
Oxidation states and ionicity journal October 2018
Formation enthalpies by mixing GGA and GGA + U calculations journal July 2011
Growth rates of modern science: a latent piecewise growth curve approach to model publication numbers from established and new literature databases journal October 2021
New tolerance factor to predict the stability of perovskite oxides and halides journal February 2019
A critical examination of compound stability predictions from machine-learned formation energies journal July 2020
High-throughput screening and rational design to drive discovery in molecular water oxidation catalysis journal July 2021
Is Domain Knowledge Necessary for Machine Learning Materials Properties? journal August 2020
High-valence metals improve oxygen evolution reaction performance by modulating 3d metal oxidation cycle energetics journal October 2020
Predicting materials properties without crystal structure: deep representation learning from stoichiometry journal December 2020
Breaking Long-Range Order in Iridium Oxide by Alkali Ion for Efficient Water Oxidation journal January 2019
In-situ reconstructed Ru atom array on α-MnO2 with enhanced performance for acidic water oxidation journal December 2021
Oxidation State, A Long-Standing Issue! journal March 2015
Simplified generalized-gradient approximation and anharmonicity: Benchmark calculations on molecules journal March 1997
Efficient and Stable Acidic Water Oxidation Enabled by Low-Concentration, High-Valence Iridium Sites journal June 2022
Faster hydrogen production in alkaline media journal November 2020
Nanoporous Iridium-Based Alloy Nanowires as Highly Efficient Electrocatalysts Toward Acidic Oxygen Evolution Reaction journal October 2019
Charge self-regulation upon changing the oxidation state of transition metals in insulators journal June 2008
A Piece of the Picture-Misunderstanding of Chemical Concepts journal December 2008
Die Gesetze der Krystallochemie journal May 1926
Bond-length distributions for ions bonded to oxygen: results for the transition metals and quantification of the factors underlying bond-length variation in inorganic solids journal June 2020