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20242026
most citedDiscovering High-Entropy Oxides with a Machine-Learning Interatomic Potential

34 citations · 48 across the 6 of their papers we have counts for

collaborators

6 papers

cond-mat.mtrl-sci2026

Ionic Diffusion Properties of Rare-Earth High-Entropy Oxides from a Machine-Learned Interatomic Potential

Mary Kathleen Caucci, Billy E. Yang, Saeed S. I. Almishal +2

Rare-earth high-entropy oxides (RE-HEOs) have emerged as a promising class of functional ceramics for solid-state electrochemical applications due to their chemical complexity, str…

cond-mat.mtrl-sci2025

Compositional and Oxygen-Vacancy Effects on Phase Stability and Electronic Properties in Ceria-Based Lanthanide High-Entropy Oxides

Mary Kathleen Caucci, Billy E. Yang, Gerald R. Bejger +5

Cerium-based lanthanide high-entropy oxides (LN-HEOs) are promising candidates for solid-state electrolyte (mass transport) applications due to their ability to accommodate high co…

cond-mat.mtrl-sci2025

Resolving Structural Transitions in Lanthanide High-Entropy Oxides

Billy E. Yang, Saeed S. I. Almishal, Sai Venkata Gayathri Ayyagari +6

We report a temperature-composition phase diagram for the chemically disordered and CeO2-LA2O3 high entropy oxides (HEOs), where LA denotes equimolar Y, La, Sm, and Pr, delineating…

cond-mat.mtrl-sci2025★ 14 cited

Lanthanide L-Edge Spectroscopy of High-Entropy Oxides: Insights into Valence and Phase Stability

Gerald R. Bejger, Mary Kathleen Caucci, Saeed S. I. Almishal +4

High-entropy oxides (HEOs) are a promising class of multicomponent ceramics with tunable structural and electronic properties. In this study, we investigate the local electronic st…

cond-mat.mtrl-sci2024

Performance of Exchange-Correlation Approximations to Density-Functional Theory for Rare-earth Oxides

Mary Kathleen Caucci, Jacob T. Sivak, Saeed S. I. Almishal +4

Rare-earth oxides (REOs) are an important class of materials owing to their unique properties, including high ionic conductivities, large dielectric constants, and elevated melting…

cond-mat.mtrl-sci2024★ 34 cited

Discovering High-Entropy Oxides with a Machine-Learning Interatomic Potential

Jacob T. Sivak, Saeed S. I. Almishal, Mary K. Caucci +7

High-entropy materials shift the traditional materials discovery paradigm to one that leverages disorder, enabling access to unique chemistries unreachable through enthalpy alone.…