2026

• Genming Lai^{1,2, #}, Juntao Zhao^{1,2, #}, Zekai Liu^1,2, Ruiqi Zhang^1,2, Hanming Li^1,2, Qiliang Zhang^1,2, Fangchao Rong^1,2, Chi Fang^1,2, Qinghua Liu³, Yunxing Zuo^{3, *}, Bo Xu^{4, 5}, Jiaxin Zheng^* and Chuying Ouyang*, Reusability report: exploring the utility and extensibility of an integrated modeling framework for liquid electrolyte design, Nat. Mach. Intell.  2026, Accepted;
• Xuezhong Li †, Genmin Lai †, Wei Deng*, Zhifang Wei , Jianwei Li, Chi Fang, Taisen Zuo, He Cheng, Phakkhananan Pakawanit, Suihan Cui, Bao Qiu, Xufeng Zhou, Jiaxin Zheng *, Yongbing Tang*, Interfacial excess charge dynamics as a quantitative descriptor for 1 deciphering lithium dendrite growth, Nat. Commun. 2026, 17, 5916;
• Wenchao Hu^1,4, Yang Yang^3,4, Yatao Liu^1,4, Yaokun Ye^2,4, Yifeng An¹, Fanqi Meng¹, Xiaocang Han¹, Dubin Huang³, Aijun Li¹, Yonggang Wang¹, Quanquan Pang¹*, Xiaoxu Zhao¹*, Jiaxin Zheng²*, Ruqiang Zou^1,2*, High-energy 30-Ah-scale anode-free Li metal batteries with in-built surface-fluorinated Li-rich Mn-based cathodes, Sci. Adv. 2026, 12, eaeb7563
• Qidong Li^1,†, Likun Chen^1,†, Junyu Jiao^2,†, Yang Zhao^1,†, Suting Weng³, Jun Zhao⁴, Jiabin Ma¹, Yuhang Li¹, Genming Lai², Shichao Wu⁵, Xufei An¹, Ke Yang¹, Jie Biao¹, Xing Cheng¹, Kai Shi¹, Jiaxin Zheng^2,*, Xuefeng Wang³, Yongfu Tang⁴, Ming Liu¹, Lele Peng¹, Wei Lv¹, Jun Lu^6,*, Feiyu Kang^1,*, Quan-Hong Yang^5,* and Yan-Bing He*, Single-crystal orientation lithium for ultra-stable all-solid-state batteries, Natl. Sci. Rev. 2026, 13, nwaf540

2025

• Zekai Liu, Genming Lai*, Yunxing Zuo*, Xiaohe Song, Qinghua Liu, Fan Zhang, Ziyi Wang, Qi Ji, Jiaxin Zheng*, Jiadong Gong*, Bo Xu* & Chuying Ouyang*, AI-driven next-generation lithium-ion battery design automation (BDA) software, Natl Sci Open. 2025, Vol.4, 20250062
• Genming Lai, Yunxing Zuo^*, Chi Fang, Zongji Huang, Taowen Chen, Qinghua Liu, Suihan Cui, and Jiaxin Zheng*, Unraveling charge effects on interface reactions and dendrite growth in lithium metal anode via machine-learning-driven multi-scale simulations, npj Comput. Mater. 2025, 11, 121.
• Genming Lai, Ruiqi Zhang, Chi Fang, Juntao Zhao, Taowen Chen, Yunxing Zuo*, Bo Xu* & Jiaxin Zheng*, Machine-learning-accelerated mechanistic exploration of interface modification in lithium metal anode. npj Comput. Mater. 2025, 11, 245.
• Zhong-Zhe Li, Yu-Ke Li, Yao-Kun Ye, Jia-Xin Zheng∗ and Xian-Qi Xu∗, Unravelling the effect of Cu2+ on the environmental stability of sodium-ion layered  cathode materials, ACS Energy Lett. 2025, Accepted
• Xianqi Xu, Yuke Li, Zhongzhe Li, Yu Zhang, Jiaxin Zheng*, The influence of protons on the impurity formation process in the layered LiNiO₂surface, Acta Materialia 2025, 238, 118229
• WU GuangYin, RONG FangChao, ZHANG RuiQi, ZHENG JiaXin^*and YE YaoKun*, Ground-State Search and Modification Effects of Lanthanide Substitution in LiNiO₂: A First-Principles Study, Sci. China Mater. 2025, 68, 2536–2544.
• Jianshu Jie^*, Ming Xu^*, Chun Wang, Shiqiang Fan, Fan Zhang, Haifeng Zheng, Yaokun Ye, Ruiqi Zhang, Jiahua Liu, Kangming Hu, Shucheng Li, Qinghua Liu, Yipu Zhang, Linping Sun, Xiaohe Song, Sibai Li, Yunxing Zuo, Jiaxin Zheng^* Hylanemos: an integrated solution for materials simulations based on Kohn-Sham DFT, Sci. China Technol. Sci. 2025, 68, 1920101

2024

• Xian-Qi Xu#, Jun-Yan Chen#, Yao Jiang#, Bo Xu, Xinlu Li*, Chu-Ying Ouyang*, and Jiaxin Zheng*, Origins of high air sensitivity and treatment strategies in O3-type NaMn_1/3Fe_1/3Ni_1/3O₂, J. Am. Chem. Soc. 2024, 146, 32, 22374–22386.
• Yining Jia#, Xiaohui Hou#, Kun Li#, Linyu Wang, Meng Zhang, Zikun Li, Xianqi Xu^* and Jiaxin Zheng*, Unraveling the oxygen evolution in layered LiNiO₂ with the role of Li/Ni disordering, Energy Storage Mater. 2024, 71, 103632.
• Jiahua Liu, Weicheng Lin, Zhu Wang, Ying Wang, Taowen Chen, and Jiaxin Zheng*, Elastic Mechanics Study of Layered Li(Ni_xMn_yCo_z)O₂, PRX Energy 2024, 3, 013012.
• Yining Jia#, Ruiqi Zhang#, Chi Fang and Jiaxin Zheng*, Interpretable Machine Learning to Accelerate the Analysis of Doping Effect on Li/Ni Exchange in Ni-rich Layered Oxide Cathodes, J. Phys. Chem. Lett. 2024, 15, 1765-1773. (Front Cover)
• Na Yang, Xianqi Xu,^∗and Jiaxin Zheng*, Independent regulation on lithium-ion conductivity of LiF using elemental doping based on high throughput and first-principles calculations, Phys. Rev. Mater. 2024, 8, 01540.
• Ruiqi Zhang, Fangchao Rong, Genming Lai, Guangyin Wu, Yaokun Ye*, Jiaxin Zheng*, Machine learning descriptors for crystal materials: applications in Ni-rich layered cathode and lithium anode materials for high-energy-density lithium batteries, J Mater. Inf. 2024, 4, 17.
• Junyu JIAO, Quanquan ZHANG, Ningbo CHEN, Jiyu WANG, Qiudi LU, Haohao DING, Peng PENG, Xiaohe SONG, Fan ZHANG, Jiaxin ZHENG*, Development and applications of an intelligent big data analysis platform for batteries, Energy Storage Science and Technology (储能科学与技术) 2024, 13, 3198.
• Ke Yang, Jiabin Ma, Yuhang Li, Jun-Yu Jiao, Shizhe Jiao, Xufei An, Gui-Ming Zhong, Likun Chen, Yuyuan Jiang, Yang Liu, Danfeng Zhang, Jinshuo Mi, Jie Biao, Boyu Li, Xing Cheng, Shaoke Guo, Yuetao Ma, Wei Hu, Shichao Wu, Jiaxin Zheng, Ming Liu*, Yan-Bing He*, and Feiyu Kang*, Weak-Interaction Environment in Composite Electrolyte Enabling Ultra-Long Cycling High-Voltage Solid-State Lithium Batteries, J. Am. Chem. Soc. 2024, 146, 11371–11381.

2023

• Xian-Qi Xu#, Jun-Yan Chen#, Jia-Hua Liu, Yi-Ning Jia, Chi Fang, Jun-Yu Jiao, Feng Pan, Yao Jiang, Bo Xu, Chu-Ying Ouyang, and Jia-Xin Zheng*, An air-sensitivity study on LiNiO₂ layered cathode materials by using ab-initio molecular dynamics simulations, PRX Energy 2023, 2, 033001.
• Taowen Chen, Yaokun Ye*, Ying Wang, Chi Fang, Weicheng Lin, Yao Jiang, Bo Xu, Chuying Ouyang*, and Jiaxin Zheng*, Tuning small electron polaron in FePO₄ by P-site or O-site doping based on DFT+U and KMC simulation, Phys. Chem. Chem. Phys 2023, 25, 8734-8742.
• YaoKun Ye, MouYi Weng, WenTao Zhang, WeiCheng Lin, TaoWen Chen, Feng Pan, JiaXin Zheng*, and Lin-Wang Wang*, Calculating electron-phonon coupling matrix: Theory introduction, code development and preliminary application, Sci. China Technol. Sci. 2023, 66, 204-214.
• Genming Lai, Yunxing Zuo*, Junyu Jiao*, Chi Fang, Qinghua Liu, Fan Zhang, Yao Jiang, Liyuan Sheng, Bo Xu, Chuying Ouyang, and Jiaxin Zheng*, The mechanism of external pressure suppressing dendrites growth in Li metal batteries, J. Energy Chem. 2023, 79, 489-494.
• Genming Lai, Junyu Jiao*, Chi Fang, Yao Jiang, Liyuan Sheng, Bo Xu, Chuying Ouyang^*, and Jiaxin Zheng*, The mechanism of Li deposition on the Cu substrates in the anode-free Li metal batteries, Small 2023, 19, 2205416.
• 赖根明, 焦君宇, 蒋耀, 郑家新*, 欧阳楚英, 机器学习原子势在锂金属负极中的应用, 硅酸盐学报 2023, 51, 469.
• Guosheng Yang, Xianqi Xu, Gangrui Qu, Jie Deng, Yachao Zhu, Chi Fang, Olivier Fontaine, Pritesh Hiralal, Jiaxin Zheng*, and Hang Zhou*, An aqueous magnesium-ion battery working at −50 °C enabled by modulating electrolyte structure, Chem. Eng. J. 2023, 455, 140806.
• Dong Zhou, De Ning, Jun Wang, Jiahua Liu, Gaoyuan Zhang, Yinguo Xiao, Jiaxin Zheng, Yongli Li*, Jie Li*, and Xinzhi Liu*, Clarification of underneath capacity loss for O3–type Ni, Co free layered cathodes at high voltage for sodium ion batteries, J. Energy Chem. 2023, 77 479.
• Liang Zhao, Xiangnan Yu, Junyu Jiao, Xin Song, Xing Cheng, Ming Liu, Li-liang Wang, Jiaxin Zheng, Wei Lv, Guiming Zhong*, Yan-Bing He*, and Feiyu Kang*, Building cross-phase ion transport channels between ceramic and polymer for highly conductive composite solid-state electrolyte, Cell Rep. Phys. Sci. 2023, 4, 101382.

2022

• Junyu Jiao#, Genming Lai#, Liang Zhao, Jiaze Lu, Qidong Li, Xianqi Xu, Yao Jiang, Yan-Bing He, Chuying Ouyang, Feng Pan, Hong Li^*, and Jiaxin Zheng*, Self-healing mechanism of lithium in lithium metal, Adv. Sci. 2022, 9, 2105574.
• Junyu Jiao, Genming Lai, Shihan Qin, Chi Fang, Xianqi Xu, Yao Jiang, Chuying Ouyang, and Jiaxin Zheng*, Tuning of surface morphology in Li layered oxide cathode materials, Acta Mater. 2022, 238, 118229.
• Genming Lai, Junyu Jiao*, Chi Fang, Ruiqi Zhang, Xianqi Xu, Liyuan Sheng, Yao Jiang, Chuying Ouyang, and Jiaxin Zheng*, A Deep Neural Network Interface Potential for Li-Cu Systems, Adv. Mater. Interface 2022, 9, 2201346.
• Weicheng Lin#, Yaokun Ye#, Taowen Chen, Yao Jiang, Chuying Ouyang, Feng Pan^*, and Jiaxin Zheng*, Defect-Mediated Jahn-Teller Effect in Layered LiNiO₂, Sci. China Mater. 2022, 65, 1696–1700.
• Ying Wang, Jiahua Liu, Taowen Chen and Jiaxin Zheng* Factors that affect volume change during electrochemical cycling in cathode materials for lithium ion batteries, Phys. Chem. Chem. Phys 2022, 24, 2167–2173.
• Lei Li, Ming Xu, Yameng Wang, Yanan Zhang, Yanyan Li, Fayan Li, Lin Zeng, Xinyu Zhang*, Jiaxin Zheng*, and Zhiping Zheng*, Linking Enhanced Kinetics of Electrocatalytic Oxygen Reduction Reaction with Increased Utilization of Active Sites in a Hierarchical Single-Atom Catalyst, Small 2023, 19, 2205743.
• Guoshen Yang, Gangrui Qu,Chi Fang, Jie Deng, Xianqi Xu, Yinghao Xie, Tian Sun, Yachao Zhu, Jiaxin Zheng*, and Hang Zhou*, An aqueous magnesium-ion hybrid supercapacitor operated at −50 °C, Green Energy Environ. 2022, 9, 702-712.
• Tongchao Liu, Jiajie Liu, Luxi Li, Lei Yu, Jiecheng Diao, Tao Zhou, Shunning Li, Alvin Dai,Wenguang Zhao, Yang Ren, Liguang Wang, Tianpin Wu, Rui Qi, Yinguo Xiao, Jiaxin Zheng, Wonsuk Cha, Ross Harder, Ian Robinson, Jianguo Wen, Jun Lu*, Feng Pan*, and Khalil Amine*, Origin of Structural Degradation in Li-rich Layered Oxide Cathode, Nature 2022, 606, 305–312.
• Taolve Zhang, Haocheng Ji, Xiaohui Hou, Wenhai Ji, Hui Fang, Zhongyuan Huang, Guojie Chen, Tingting Yang, Mihai Chu, Shenyang Xu, Ziwei Chen, Chaoqi Wang, Wenyun Yang, Jinbo Yang, Xiaobai Ma, Kai Sun, Dongfeng Chen, Mingming Tao, Yong Yang, Jiaxin Zheng, Feng Pan, and Yinguo Xiao*, Promoting the performances of P2-type sodium layered cathode by inducing Na site rearrangement, Nano Energy 2022, 100, 107482.

2021

• Yining Jia, Yaokun Ye, Jiahua Liu, Shisheng Zheng, Weicheng Lin, Zhu Wang, Shunning Li, Feng Pan*, and Jiaxin Zheng* Breaking the energy density limit of LiNiO₂: Li₂NiO₃ or Li₂NiO₂?, Sci. China Mater. 2021, 65, 913–919.
• Yaokun Ye, Zongxiang Hu, Jiahua Liu, Weicheng Lin, Taowen Chen, Jiaxin Zheng*, and Feng Pan*, Research Progress of Theoretical Studies on Polarons in Cathode Materials of Lithium Ion Batteries, Acta Phys. -Chim. Sin. 2021, 37, 2011003.
• Wenjun Deng#, Zhenggang Li#, Yaokun Ye#, Zhuqing Zhou, Yibo Li, Man Zhang, Xinran Yuan, Jun Hu, Wenguang Zhao, Zhongyuan Huang, Chang Li, Haibiao Chen, Jiaxin Zheng*, and Rui Li*, Zn²⁺ Induced Phase Transformation of K₂MnFe(CN)₆ Boosts Highly Stable Zinc-Ion Storage, Adv. Energy Mater. 2021, 11, 2003639.
• Tongchao Liu, Lei Yu, Jiajie Liu, Jun Lu*, Xuanxuan Bi, Alvin Dai, Matthew Li, Maofan Li, Zongxiang Hu, Lu Ma, Duan Luo, Jiaxin Zheng, Tianpin Wu, Yang Ren, Jianguo Wen, Feng Pan^*, and Khalil Amine*, Understanding Co roles towards developing Co-free Ni-rich cathodes for rechargeable batteries, Nature Energy 2021, 6, 277–286.
• Rui Wang, Xin Chen, Zhongyuan Huang, Jinlong Yang, Fusheng Liu, Mihai Chu, Tongchao Liu, Chaoqi Wang, Weiming Zhu, Shuankui Li, Shunning Li, Jiaxin Zheng, Jie Chen, Lunhua He*, Lei Jin*, Feng Pan*, and Yinguo Xiao*, Twin Boundary Defect Engineering Improves Lithium-ion Diffusion for Fast-charging Spinel Cathode Materials, Nat. Commun. 2021, 12, 3085.
• Xin Ma, Man Wang, Yunxian Qian, Dongyu Feng, Guangzhao Zhang, Dongwei Xu, Yuanyuan Kang, Zhongbo Liu, Shiguang Hu, Jiaxin Zheng, Jun Wang*, Chaoyang Wang*, and Yonghong Deng*, Poly (methyl vinyl ether-alt-maleic anhydride) as an ecofriendly electrolyte additive for high-voltage lithium-rich oxides with improved stability of interphase, Electrochim. Acta 2021, 400, 139467.
• Xin Ma, Dongyu Feng, Yinglin Xiao, Yunxian Qian, Qingrong Wang, Yuanyuan Kang, Dongwei Xu, Huajun Zhao, Hongli Xu, Huan Yi, Jiaxin Zheng, Jun Wang*, Chaoyang Wang*, and Yonghong Deng*, Generating lithium fluoride-abundant interphase on layered lithium-rich oxide cathode with lithium 1, 1, 2, 2, 3, 3-hexafluoropropane-1, 3-disulfonimide, J. Power Sources 2021, 507, 230278.
• Lijun Geng, Mouyi Weng, Cong-Qiao Xu, Hanyu Zhang, Chaonan Cui, Haiming Wu, Xin Chen, Mingyu Hu, Hai Lin, Zhen-Dong Sun, Xi Wang, Han-Shi Hu, Jun Li, Jiaxin Zheng, Zhixun Luo*, Feng Pan*, and Jiannian Yao*, Co₁₃O₈—metalloxocubes: a new class of perovskite-like neutral clusters with cubic aromaticity, Natl. Sci. Rev. 2021, 8, nwaa201.

2020

• Jiaxin Zheng*, Yaokun Ye, and Feng Pan*, ‘Structure units’ as materials genes in cathode materials for lithium-ion batteries, Natl. Sci. Rev. 2020, 7, 242-245.
• Changjian Zuo#, Zongxiang Hu#, Rui Qi, Jiajie Liu, Zhibo Li, Junliang Lu, Cheng Dong, Kai Yang, Weiyuan Huang, Cong Chen, Zhibo Song, Sicheng Song, Yaoming Yu, Jiaxin Zheng*, and Feng Pan*, Double the Capacity of Manganese Spinel for Lithium-ion Storage by Suppression of Cooperative Jahn-Teller Distortion, Adv. Energy Mater. 2020, 10, 2000363.
• Jiangtao Hu, Wenju Ren, Xin Chen, Yiwei Li, Weiyuan Huang, Luyi Yang, Yuan Lin*, Jiaxin Zheng*, and Feng Pan*, The Role of Anions on the Helmholtz Plane for the Solid-liquid Interface in Aqueous Rechargeable Lithium Batteries, Nano Energy 2020, 74, 104864.
• Jiahua Liu, Mouyi Weng, Sibai Li, Xin Chen, Jianhang Cen, Jianshu Jie, Weiji Xiao, Jiaxin Zheng*, and Feng Pan*, High-throughput HSE study on the doping effect in anatase TiO₂, Phys. Chem. Chem. Phys. 2020, 22, 39-53. (Back cover)
• Zhong Su, Jiahua Liu, Meng Li, Yuxuan Zhu, Shangshu Qian, Mouyi Weng, Jiaxin Zheng, Yulin Zhong, Feng Pan*, and Shanqing Zhang*, Defect Engineering in Titanium-Based Oxides for Electrochemical Energy Storage Devices, Electrochem. Energ. Rev. 2020, 3, 286-343.
• Luyi Yang, Kai Yang, Jiaxin Zheng, Kang Xu, Khalil Amine, and Feng Pan*, Harnessing the surface structure to enable high-performance cathode materials for lithium-ion batteries, Chem. Soc. Rev. 2020, 49, 4667-4680.

2019

• Jiaxin Zheng, Yaokun Ye, Tongchao Liu, Yinguo Xiao, Feng Wang, Chongmin Wang, and Feng Pan*, Ni/Li Disordering in Layered Transition Metal Oxide: Electrochemical Impact, Origin and Control, Acc.  Chem. Res. 2019, 52, 2201−2209. (Cover page, & the most downloaded)
• Xiuying Zhang, Chen Yang, Yuanyuan Pan, Mouyi Weng, Linqiang Xu, Shiqi Liu, Jie Yang, Jiahuan Yan, Jingzhen Li, Bowen Shi, Jinbo Yang, Jiaxin Zheng*, Feng Pan*, and Jing Lu*, J. Mater. Chem. A 2019, 7, 14042-14050.
• Yimeng Liu, Yue Gu, Hua Zeng, Jiaxin Zheng*, and Feng Pan*, Role of Superexchange Interactions on the Arrangement of Fe and Mn in LiMn_xFe_1–xPO₄, J. Phys. Chem. C. 2019, 123, 17002−17009.
• Yue Gu, Mouyi Weng, Gaofeng Teng, Hua Zeng, Jianshu Jie, Weiji Xiao, Jiaxin Zheng*, and Feng Pan*, Tuning polaronic redox behavior in Olivine phosphate, Phys. Chem. Chem. Phys. 2019, 21, 4578-4583.
• Tongchao Liu, Alvin Dai, Jun Lu, Yifei Yuan, Yinguo Xiao, Lei Yu, Matthew Li, Jihyeon Gim, Lu Ma, Jiajie Liu, Chun Zhan, Luxi Li, Jiaxin Zheng, Yang Ren, Tianpin Wu, Reza Shahbazian-Yassar, Jianguo Wen, Feng Pan*, and Khalil Amine*, Correlation between manganese dissolution and dynamic phase stability in spinel-based lithium-ion battery, Nat. Commun. 2019, 10, 4721.
• Peng-Fei Wang, Mouyi Weng, Yao Xiao, Zongxiang Hu, Qinghao Li, Meng Li, Yi-Ding Wang, Xin Chen, Xinan Yang, Yuren Wen, Ya-Xia Yin*, Xiqian Yu, Yinguo Xiao, Jiaxin Zheng, Li-Jun Wan, Feng Pan*, and Yu-Guo Guo*, An Ordered Ni₆‐Ring Superstructure Enables a Highly Stable Sodium Oxide Cathode, Adv.  Mater. 2019, 31, 1903483.
• Dawei Wang, Chao Xin, Mingjian Zhang, Jianming Bai, Jiaxin Zheng, Ronghui Kou, Jun Young Peter Ko, Ashfia Huq, Guiming Zhong, Cheng-Jun Sun, Yong Yang, Zonghai Chen, Yinguo Xiao*, Khalil Amine, Feng Pan*, and Feng Wang*, Intrinsic Role of Cationic Substitution in Tuning Li/Ni Mixing in High-Ni Layered Oxides, Chem. Mater. 2019, 31, 2731-2740.
• Jiangtao Hu, Hua Zeng, Xin Chen, Ziqi Wang, HongBin Wang, Rui Wang, Lijun Wu, Qingzhen Huang, Lingyong Kong, Jiaxin Zheng, Yinguo Xiao*, Wei Zhang*, and Feng Pan*, Revealing Insights into Li_xFePO₄ Nanocrystals with Magnetic Order at Room Temperature Resulting in Trapping of Li Ions, J. Phys. Chem. Lett. 2019, 10, 4794−4799.
• Jianshu Jie, Zongxiang Hu, Guoyu Qian, Mouyi Weng, Shunning Li, Shucheng Li, Mingyu Hu, Dong Chen, Weiji Xiao, Jiaxin Zheng, Lin-Wang Wang*, and Feng Pan*, Discovering unusual structures from exception using big data and machine learning techniques, Sci. Bull. 2019, 64, 612-616. (Cover Page)
• JianShu Jie, MouYi Weng, ShunNing Li, Dong Chen, ShuCheng Li, WeiJi Xiao, JiaXin Zheng, Feng Pan*, and LinWang Wang*, A new MaterialGo database and its comparison with other high-throughput electronic structure databases for their predicted energy band gaps, Sci. China Technol. 2019, 62, 1423-1430.
• Kecheng Zhang, Bingkai Zhang, Mouyi Weng, Jiaxin Zheng, Shunning Li*, and Feng Pan*, Lithium ion diffusion mechanism in covalent organic framework based solid state electrolyte, Phys. Chem. Chem. Phys. 2019, 21, 9883-9888.
• Jianhang Cen, Shunning Li*, Jiaxin Zheng, and Feng Pan*, Electron polarons in the subsurface layer of Mo/W-doped BiVO₄ surfaces, Rsc Adv. 2019, 9, 819-823.
• Jiangtao Hu, Jiaxin Zheng, and Feng Pan*, Research Progress into the Structure and Performance of LiFePO₄ Cathode Materials. Acta Phys. -Chim. Sin. 2019, 35, 361-370.

2014~2018 (as Co-PI )

• Jiaxin Zheng, Guoyu Tan, Peng Shan, Tongchao Liu, Luyi Yang, Mingjian Zhang, Zonghai Chen, Yuan Lin, Jun Lu, Joerg C. Neuefeind, Yang Ren, Khalil Amine, Lin-Wang Wang, Kang Xu, and Feng Pan*, Understanding thermodynamic and kinetic contributions in expanding the stability window of aqueous electrolytes, Chem 2018, 4, 2872-2882.
• Jiaxin Zheng, Gaofeng Teng, Jinlong Yang, Ming Xu, Qiushi Yao, Zengqing Zhuo, Wanli Yang, Qihang Liu*, and Feng Pan*, Mechanism of Exact Transition Between Cationic and Anionic Redox Activities in Cathode Material Li₂FeSiO₄, J. Phys. Chem. Lett. 2018, 9, 6262-6268.
• Weiji Xiao, Chao Xin, Sibai Li, Jianshu Jie, Yue Gu, Jiaxin Zheng*, and Feng Pan*, Insight into fast Li diffusion in Li-excess spinel lithium manganese oxide, J. Mater. Chem. A 2018, 6, 9893-9898. (Back Cover)
• Hua Zeng, Yue Gu, Gaofeng Teng, Yimeng Liu, Jiaxin Zheng*, and Feng Pan*, Ab initio identification of Li-Rich phase in LiFePO₄, Phys. Chem. Chem. Phys. 2018, 20, 17497-17503.
• Jiaxin Zheng, Gaofeng Teng, Chao Xin, Zengqiang Zhuo, Jiajie Liu, Qinghao Li, Wanli Yang, and Feng Pan*. The Role of Super-Exchange Interaction on Tuning of Ni/Li Disordering in Layered Li(Ni_xMn_yCo_z)O₂. J. Phys. Chem. Lett. 2017, 8, 5537-5542.
• Jiaxin Zheng, Wenjun Deng, Zongxiang Hu, Zengqing Zhuo, Fusheng Liu, Haibiao Chen, Yuan Lin, Wanli Yang, Khalil Amine, Rui Li*, Jun Lu*, and Feng Pan*, Asymmetric K/Li-Ion Battery Based on Intercalation Selectivity, ACS Energy Lett. 2018, 3, 65-71.
• Jiaxin Zheng, Jun Lu, Khalil Amine, and Feng Pan*, Depolarization effect to enhance the performance of lithium ions batteries, Nano Energy 2017, 33, 497-507.
• Xiaohe Song, Tongchao Liu, Joseph Amine, Yandong Duan, Jiaxin Zheng*, Yuan Lin, and Feng Pan*, In-situ mass-electrochemical study of surface redox potential and interfacial chemical reactions of Li(Na)FePO₄ nanocrystals for Li(Na)-ion batteries, Nano Energy 2017, 37, 90–97.
• Ming Xu, Jinlong Yang, Jiaxin Zheng*, and Feng Pan*, An improved method to predict the Wulff shape: An example for Li₂CoSiO₄, Comput. Mater. Sci. 2017, 137, 113-118.
• Jiaxin Zheng, Tongchao Liu, Zongxiang Hu, Yi Wei, Xiaohe Song, Yang Ren, Weidong Wang, Mumin Rao, Yuan Lin, Zonghai Chen, Jun Lu, Chongmin Wang, Khalil Amine, and Feng Pan*, Tuning of Thermal Stability in Layered Li(Ni_xMn_yCo_z)O₂, J. Am. Chem. Soc. 2016, 138, 13326−13334.
• Suihan Cui, Yi Wei, Tongchao Liu, Wenjun Deng, Zongxiang Hu, Yantao Su, Hao Li, Maofan Li, Hua Guo, Yandong Duan, Weidong Wang, Mumin Rao, Jiaxin Zheng*, Xinwei Wang*, and Feng Pan*, Optimized Temperature Effect of Li-Ion Diffusion with Layer Distance in Li(Ni_xMn_yCo_z)O₂ Cathode Materials for High Performance Li-Ion Battery, Adv. Energy Mater. 2016, 6, 1501309.
• Hua Guo, Xiaohe Song, Zengqing Zhuo, Jiangtao Hu, Tongchao Liu, Yandong Duan, Jiaxin Zheng*, Zonghai Chen, Wanli Yang, Khalil Amine, and Feng Pan*, Storage and Effective Migration of Li-Ion for Defected β-LiFePO₄ Phase Nanocrystals, Nano Lett. 2016, 16, 601-608.
• Jiaxin Zheng, Yuyang Hou, Yandong Duan, Xiaohe Song, Yi Wei, Tongchao Liu, Jiangtao Hu, Hua Guo, Zengqing Zhuo, Lili Liu, Zheng Chang, Xiaowei Wang, Danylo Zherebetskyy, Yanyan Fang, Yuan Lin, Kang Xu, Lin-Wang Wang, Yuping Wu*, and Feng Pan*, Janus solid-liquid interface enabling ultra-high charging and discharging rate for advanced lithium-ion batteries, Nano Lett. 2015, 15, 6102-6109.
• Yi Wei#, Jiaxin Zheng#, Suihan Cui#, Xiaohe Song, Yantao Su, Khalil Amine, and Feng Pan*, Kinetics Tuning of Li-ion Diffusion in Layered Li(Ni_xMn_yCo_z)O₂, J. Am. Chem. Soc. 2015, 137, 8364–8367.

At Academy for Advanced Interdisciplinary Studies and School of Physics, Peking University（2009-2013）. Mainly on quantum transport simulations of nano electronic devices.

• Jiaxin Zheng, Lu Wang, Qihang Liu, Hong Li, Ruge Quhe, Dapeng Yu, Wai-Ning Mei, Junjie Shi, Zhengxiang Gao, and Jing Lu*, Sub-10 nm Gate Length Graphene Transistors: Operating at Terahertz Frequencies with Current Saturation, Sci. Rep. 2013, 3, 1314.
• Jiaxin Zheng, Yangyang Wang, Lu Wang, Ruge Quhe, Zeyuan Ni, Wai-Ning Mei, and Jing Lu*, Interfacial Properties of Bilayer and Trilayer Graphene on Metal Substrates, Sci. Rep. 2013, 3, 2081.
• Jiaxin Zheng, Chengyong Xu, Lu Wang, Qiye Zheng, Hong Li, Qihang Liu, Ruge Quhe, Zhengxiang Gao, Junjie Shi, and Jing Lu*, Sign-changeable Spin-filter Efficiency in Linear Carbon Atomic Chain, Physica E 2013, 48, 101.
• Jiaxin Zheng, Lu Wang, Jing Lu, Peter A. Dowben, and Wai-Ning Mei, Adsorption Configurations of Carbon Monoxide on Gold Monolayer Supported by Graphene or Hexagonal Boron Nitride Film: A First-Principles Study, Eur. Physics. J. B, 2013, 86, 441.
• Ruge Quhe#, Jiaxin Zheng#, Guangfu Luo#, Qihang Liu, Rui Qin, Jing Zhou, Dapeng Yu, Shigeru Nagase, Wai-Ning Mei, Zhengxiang Gao, and Jing Lu*, Tunable and Sizable Band Gap of Single Layer Graphene Sandwiched between Hexagonal Boron Nitride, NPG Asia Mater. 2012 4, e6.
• Jiaxin Zheng, Xin Yan, Lili Yu, Hong Li, Rui Qin, Guangfu Luo, Zhengxiang Gao, Dapeng Yu, and Jing Lu*, Family-Dependent Rectification Characteristics in Ultra-Short Graphene Nanoribbon p-n Junctions, J. Phys. Chem. C 2011, 115, 8547.