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2025

Horton, Matthew K, Patrick Huck, Ruo Xi Yang, Jason M Munro, Shyam Dwaraknath, Alex M Ganose, Ryan Kingsbury, Mingjian Wen, Jimmy X Shen, Tyler S Mathis, Aaron D Kaplan, Karlo Berket, Janosh Riebesell, Janine George, Andrew S Rosen, Evan W. C Spotte-Smith, Matthew J McDermott, Orion A Cohen, Alex Dunn, Matthew C Kuner, Gian-Marco Rignanese, Guido Petretto, David Waroquiers, Sinead M Griffin, Jeffrey B Neaton, Daryl C Chrzan, Mark D Asta, Geoffroy Hautier, Shreyas Cholia, Gerbrand Ceder, Shyue Ping Ong, Anubhav Jain, and Kristin A Persson."Accelerated data-driven materials science with the Materials Project."Nature Materials 24.10 (2025) 1522-1532. DOI
Chen, Xin, Baojie Li, Jennifer L Braid, Brandon Byford, Dylan J Colvin, Andrew Glaws, Norman Jost, Benjamin Pierce, Salil Rabade, Martin Springer, and Anubhav Jain."Open data sets for assessing photovoltaic system reliability."Applied Energy 395 (2025) 126132. DOI
Khomein, Piyachai, Tijs Lap, and Gao Liu."Synthesis of highly sulfonated 2,6-diphenyl-p-Phenylene oxide: A highly conductive membrane."Polymer 335 (2025) 128806. DOI
Ahmed, Ridwan A, Rohith Srinivaas Mohanakrishnan, Jingyang Wang, Krishna Prasad Koirala, Qian Zhao, Yanbao Fu, Ying Chen, Justin C Rastinejad, Tianyu Li, Lirong Zhong, Mateusz J Zuba, Carrie Siu, Ozgenur Kahvecioglu, Raphaële J Clément, Bryan D McCloskey, Vincent S Battaglia, Kristin A Persson, Chongmin Wang, and Wu Xu."Designing Advanced Electrolytes for High‐Voltage High‐Capacity Disordered Rocksalt Cathodes."Small 21.18 (2025). DOI
Jin, Xiuyu, Ziting Zhu, Qiusu Miao, Chen Fang, Di Huang, Raynald Giovine, Linfeng Chen, Chaochao Dun, Jeffrey Urban, Yanbao Fu, Defu Li, Katie Liu, Yunfei Wang, Tianyu Zhu, Chenhui Zhu, Wei Tong, and Gao Liu."Green Electrode Processing Enabled by Fluoro‐Free Multifunctional Binders for Lithium‐Ion Batteries."Advanced Science 12.17 (2025). DOI
Chen, Xin, Todd Karin, and Anubhav Jain."Analyzing the impact of design factors on solar module thermomechanical durability using interpretable machine learning techniques."Applied Energy 377 (2025) 124462. DOI
Riebesell, Janosh, Rhys E. A Goodall, Philipp Benner, Yuan Chiang, Bowen Deng, Gerbrand Ceder, Mark D Asta, Alpha A Lee, Anubhav Jain, and Kristin A Persson."A framework to evaluate machine learning crystal stability predictions."Nature Machine Intelligence 7.6 (2025) 836-847. DOI
Boiko, Daniil A, Thiago Reschützegger, Benjamin Sanchez-Lengeling, Samuel M Blau, and Gabe Gomes."Advancing molecular machine learning representations with stereoelectronics-infused molecular graphs."Nature Machine Intelligence 7.5 (2025) 771-781. DOI
Hau, Han‐Ming, Tucker Holstun, Eunryeol Lee, Bernardine L. D Rinkel, Tara P Mishra, Max Markuson DiPrince, Rohith Srinivaas Mohanakrishnan, Ethan C Self, Kristin A Persson, Bryan D McCloskey, and Gerbrand Ceder."Disordered Rocksalts as High‐Energy and Earth‐Abundant Li‐Ion Cathodes."Advanced Materials (2025). DOI
Ahmed, Faiz, Defu Li, and Gao Liu."Highly Stable and Conductive 1,3‐Dioxolane/Hydrocarbon Based Electrolyte Solvent for Advanced Lithium‐Sulfur Batteries."ChemElectroChem 12.8 (2025). DOI
Jin, Xiuyu, Di Huang, Qiusu Miao, Ziting Zhu, Wei Tong, Alvaro Videla, and Gao Liu."Operando Optical Microscopy for Visualization of Dendrite Growth in an Argyrodite LPSCl–Polymer Composite Electrolyte."ACS Energy Letters 10.4 (2025) 1953-1957. DOI
Baibakova, Viktoriia, Kevin Cruse, Michael G Taylor, Carolin M Sutter-Fella, Gerbrand Ceder, Anubhav Jain, and Samuel M Blau."Precursor reaction pathway leading to BiFeO3 formation: insights from text-mining and chemical reaction network analyses."Digital Discovery 4.6 (2025) 1602-1611. DOI
Lee, Sanghoon, Kevin Cruse, Viktoriia Baibakova, Gerbrand Ceder, and Anubhav Jain."Text-mined dataset of solid-state syntheses with impurity phases using Large Language Model."Scientific Data 12.1 (2025). DOI
Theibault, Monica, Dennis Nordlund, Chaochao Dun, Jeffrey Urban, Wei Tong, and Marca M Doeff."Understanding the Mn dissolution mechanism in rock salt-type Li4Mn2O5 cathodes."Journal of Materials Chemistry A 13.26 (2025) 21009-21020. DOI

2024

Ahmed, Faiz, Anna Chen, Virginia P Altoé, and Gao Liu."Argyrodite-Li6PS5Cl/Polymer-based Highly Conductive Composite Electrolyte for All-Solid-State Batteries."ACS Applied Energy Materials 7.5 (2024) 1842-1853. DOI

2023

Hubble, Dion, Sarah L Nordahl, Tianyu Zhu, Nawa Raj Baral, Corinne D Scown, and Gao Liu."Solvent-Assisted Poly(lactic acid) Upcycling under Mild Conditions."ACS Sustainable Chemistry & Engineering 11.22 (2023) 8208 - 8216. DOI
Fang, Chen, Thanh-Nhan Tran, Faiz Ahmed, Dion Hubble, Yanbao Fu, Bryan D McCloskey, Vincent S Battaglia, and Gao Liu."Silicic acid electrolyte additive reduces charge transfer impedance at sub-ambient temperature for lithium-ion rechargeable batteries."Electrochemistry Communications 150 (2023) 107489. DOI
Crafton, Matthew J, Tzu-Yang Huang, Yuan Yue, Raynald Giovine, Vincent C Wu, Chaochao Dun, Jeffrey J Urban, Raphaële J Clément, Wei Tong, and Bryan D McCloskey."Tuning Bulk Redox and Altering Interfacial Reactivity in Highly Fluorinated Cation-Disordered Rocksalt Cathodes."ACS Applied Materials & Interfaces 15.15 (2023) 18747 - 18762. DOI
Zhu, Tianyu, Hadas Sternlicht, Yang Ha, Chen Fang, Dongye Liu, Benjamin H Savitzky, Xiao Zhao, Yanying Lu, Yanbao Fu, Colin Ophus, Chenhui Zhu, Wanli Yang, Andrew M Minor, and Gao Liu."Formation of hierarchically ordered structures in conductive polymers to enhance the performances of lithium-ion batteries."Nature Energy 8.2 (2023) 129-137. DOI
Khomein, Piyachai, Young-Woon Byeon, Dongye Liu, Jin Yu, Andrew M Minor, Haegyeom Kim, and Gao Liu."Lithium Phosphorus Sulfide Chloride–Polymer Composite via the Solution–Precipitation Process for Improving Stability toward Dendrite Formation of Li-Ion Solid Electrolyte."ACS Applied Materials & Interfaces 15.9 (2023) 11723-11730. DOI

2022

Hubble, Dion, David Emory Brown, Yangzhi Zhao, Chen Fang, Jonathan Lau, Bryan D McCloskey, and Gao Liu."Liquid electrolyte development for low-temperature lithium-ion batteries."Energy & Environmental Science 15.2 (2022) 550 - 578. DOI
Hubble, Dion, David Emory Brown, Yangzhi Zhao, Chen Fang, Jonathan Lau, Bryan D McCloskey, and Gao Liu."Liquid electrolyte development for low-temperature lithium-ion batteries."Energy & Environmental Science 15.2 (2022) 550 - 578. DOI
Zhu, Tianyu, Thanh-Nhan Tran, Chen Fang, Dongye Liu, Subramanya P Herle, Jie Guan, Girish Gopal, Ajey Joshi, James Cushing, Andrew M Minor, and Gao Liu."Lithium substituted poly(amic acid) as a water-soluble anode binder for high-temperature pre-lithiation."Journal of Power Sources 521 (2022) 230889. DOI
Xiao, Haiqing, Chen Fang, Tianyue Zheng, Hua Bai, and Gao Liu."Investigation of SiOx anode fading mechanism with limited capacity cycling."APL Materials 10.1 (2022) 011108. DOI
Fang, Chen, Insun Yoon, Dion Hubble, Thanh-Nhan Tran, Robert Kostecki, and Gao Liu."Recent Applications of Langmuir–Blodgett Technique in Battery Research."ACS Applied Materials & Interfaces 14.2 (2022) 2431 - 2439. DOI