Julia H. Yang

Georgia Institute of Technology — United States

Engineering · Physical Sciences

13h-index820citations32works20.32yr avg
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Research Topics

Advancements in Battery Materials(14), Advanced Battery Materials and Technologies(10), Machine Learning in Materials Science(10), Ionic liquids properties and applications(5), Electronic and Structural Properties of Oxides(4)

Publications32 total

Lessons Learned from Ethaline: Design Principles for Deep Eutectic Solvents
ECS Meeting Abstracts·2025
Buried No longer: recent computational advances in explicit interfacial modeling of lithium-based all-solid-state battery materials
Frontiers in Energy Research·2025· 2 citedOpen Access
Room-Temperature Decomposition of the Ethaline Deep Eutectic Solvent
The Journal of Physical Chemistry Letters·2025· 5 citedOpen Access
A practical guide to machine learning interatomic potentials – Status and future
Current Opinion in Solid State and Materials Science·2025· 109 citedOpen Access
Room-temperature decomposition of the ethaline deep eutectic solvent
arXiv (Cornell University)·2024Open Access
Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials
The Journal of Physical Chemistry Letters·2024· 26 cited
Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials
arXiv (Cornell University)·2024Open Access
Crystal Structures and Phase Stability of the Li<sub>2</sub>S–P<sub>2</sub>S<sub>5</sub>System from First Principles
Chemistry of Materials·2023· 11 citedOpen Access
smol - Statistical Mechanics on Lattices
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2023Open Access
Removing the Two-Phase Region in Spinel LiMn<sub>2</sub>O<sub>4</sub> Towards High-Rate, High-Energy Density Partially Disordered Spinels
ECS Meeting Abstracts·2023
Crystal Structures and Phase Stability of the Li$_2$S-P$_2$S$_5$ System from First Principles
arXiv (Cornell University)·2023Open Access
Ab-initio study of short-range ordering in vanadium-based disordered rocksalt structures
arXiv (Cornell University)·2023· 1 citedOpen Access
<i>Ab initio</i>study of short-range ordering in vanadium-based disordered rocksalt structures
Journal of Materials Chemistry A·2023· 3 citedOpen Access
Activated Internetwork Pathways in Partially‐Disordered Spinel Cathode Materials with Ultrahigh Rate Performance
Advanced Energy Materials·2022· 11 citedOpen Access
Removing the Two-Phase Transition in Spinel LiMn<sub>2</sub>O<sub>4</sub> through Cation Disorder
ACS Energy Letters·2022· 45 citedOpen Access
Cluster expansions of multicomponent ionic materials: Formalism and methodology
Physical review. B./Physical review. B·2022· 46 citedOpen Access
smol: A Python package for cluster expansions andbeyond
The Journal of Open Source Software·2022· 31 citedOpen Access
Approaches for handling high-dimensional cluster expansions of ionic systems
npj Computational Materials·2022· 25 citedOpen Access
Sparse expansions of multicomponent oxide configuration energy using coherency and redundancy
Physical review. B./Physical review. B·2021· 13 citedOpen Access
Sparse Expansions of Multicomponent Oxide Configuration Energy Using Coherency & Redundancy
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Gerbrand Ceder(22), Luis Barroso-Luque(12), Tina Chen(9), Boris Kozinsky(6), Fengyu Xie(5), Zinab Jadidi(5), Jae Chul Kim(4), Deok‐Hwang Kwon(4), Haegyeom Kim(4), Ronald L. Kam(4), Zachary A. H. Goodwin(4), Daniil A. Kitchaev(3), Hyunchul Kim(3), Peichen Zhong(3), Bin Ouyang(3), Jingxuan Ding(3), Amanda Whai Shin Ooi(3), Anders Johansson(2), Igor Poltavsky(2), Aidan P. Thompson(2)