2025
17. Julia H .Yang, Amanda Whai Shin Ooi, Zachary AH Goodwin, Yu Xie, Jingxuan Ding, Stefano Falletta, Ah-Hyung Alissa Park, Boris Kozinsky. Room-temperature decomposition of the ethaline deep eutectic solvent, The Journal of Physical Chemistry Letters, 16, XXX, 3039–3046. [article][zenodo]
16. Ryan Jacobs, Dane Morgan, Siamak Attarian, Jun Meng, Chen Shen, Zhenghao Wu, Clare Yijia Xie, Julia H. Yang, Nongnuch Artrith, Ben Blaiszik, Gerbrand Ceder, Kamal Choudhary, Gabor Csanyi, Ekin Dogus Cubuk, Bowen Deng, Ralf Drautz, Xiang Fu, Jonathan Godwin, Vasant Honavar, Olexandr Isayev, Anders Johansson, Boris Kozinsky, Stefano Martiniani, Shyue Ping Ong, Igor Poltavsky, KJ Schmidt, So Takamoto, Aidan P. Thompson, Julia Westermayr, and Brandon M. Wood. A Practical Guide to Machine Learning Interatomic Potentials – Status and Future. Current Opinion in Solid State & Materials Science, 35, 101214, March 2025. [review]
2024
15. Zachary A. H. Goodwin, Malia B. Wenny, Julia H. Yang, Andrea Cepelloti, Jingxuan Ding, Blake R. Duschatko, Anders Johansson, Lixin Su, Simon Batzner, Albert Musaelian, Jarad A. Mason, Boris Kozinsky, Nicola Molinari. Transferability and accuracy of ionic liquid simulations and equivariant machine learning interatomic potentials. The Journal of Physical Chemistry Letters, 15(30):7539-7547, July 2024. [article]
2023
14. Ronald L. Kam, KyuJung Jun, Luis Barroso-Luque, Julia H. Yang, Fengyu Xie, Gerbrand Ceder. Crystal structures and phase stability of the Li2S-P2S5 system from first principles. Chemistry of Materials, 35(21):9111-9126, October 2023. [article]
13. Zinab Jadidi, Julia H. Yang, Tina Chen, Luis Barroso-Luque, Gerbrand Ceder. Ab-initio study of short-range ordering in vanadium-based disordered rocksalt structures. Journal of Materials Chemistry A, 11:17728-17736, July 2023. [article]
2022
12. Julia H. Yang and Gerbrand Ceder. Activated internetwork pathways in partially-disordered spinel cathode materials with ultrahigh rate performance. Advanced Energy Materials, 13(4):2202955, December 2022. [article]
11. Tina Chen, Julia H. Yang, Luis Barroso-Luque, and Gerbrand Ceder. Removing the two-phase transition in spinel LiMn2O4 through cation disorder. ACS Energy Letters, 8(1):314-319, December 2022. [article]
10. Luis Barroso-Luque, Peichen Zhong, Julia H. Yang, Fengyu Xie, Tina Chen, Bin Ouyang, and Gerbrand Ceder. Cluster expansions of multicomponent oxides: Formalism and methodology, Physical Review B, 106(14):144202, October 2022. [review]
9. Luis Barroso-Luque, Julia H. Yang, Fengyu Xie, Tina Chen, Ronald L. Kam, Zinab Jadidi, Peichen Zhong, and Gerbrand Ceder. smol: A Python package for cluster expansions and beyond, Journal of Open Source Software, 7(77):4504, September 2022. [article]
8. Julia H. Yang, Tina Chen, Luis Barroso-Luque, Zinab Jadidi, and Gerbrand Ceder. Approaches for handling high-dimensional cluster expansions of ionic systems. npj Computational Materials, 8(1), 133, June 2022. [article]
2021
7. Luis Barroso-Luque, Julia H. Yang, and Gerbrand Ceder. Sparse expansions of multicomponent oxide configuration energy using coherency and redundancy, Physical Review B, 104(22):224203, December 2021. [article]
6. Julia H. Yang, Haegyeom Kim, and Gerbrand Ceder. Insights into layered oxide cathodes for rechargeable batteries, Molecules, 26(11):3173, May 2021. [review]
2020
5. Jae Chul Kim, Deok-Hwang Kwon, Julia H. Yang, Hyunchul Kim, Shou-Hang Bo, Lijun Wu, Haegyeom Kim, Dong-Hwa Seo, Tan Shi, Jingyang Wang, Yimei Zhu, and Gerbrand Ceder. Direct observation of alternating and prismatic sodium layers in O3-type transition metal oxides, Advanced Energy Materials, 10(31):2001151, August 2020. [article]
4. Haegyeom Kim, Deok-Hwang Kwon, Jae Chul Kim, Bin Ouyang, Hyunchul Kim, Julia H. Yang, and Gerbrand Ceder. Na+ Redistribution by Electrochemical Na+/K+ Exchange in Layered NaxNi2SbO6, Chemistry of Materials, 32(10): 4312-4323, May 2020. [article]
2019
3. Julia H Yang, Daniil A. Kitchaev, and Gerbrand Ceder. Rationalizing accurate structure prediction in the meta-GGA SCAN functional, Physical Review B, 100(3):035132, July 2019. [article]
2018
2. Yubo Zhang, Daniil A Kitchaev, Julia H. Yang, Tina Chen, Stephen T Dacek, Rafael A Sarmiento-Pérez, Maguel AL Marques, Haowei Peng, Gerbrand Ceder, John P Perdew, and Jianwei Sun. Efficient first-principles prediction of solid stability: Towards chemical accuracy, npj Computational Materials, 4(1):9, August 2018. [article]
2015
1. C. Frederik Brasz, Julia H. Yang, and Craig B. Arnold. Tilting of adjacent laser-induced liquid jets, Microfluidics and Nanofluidics, 18:185-197, February 2015. [article]