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Ding, Rui; Chen, Yawen; Chen, Ping; Wang, Ran; Wang, Jiankang; Ding, Yiqin; Yin, Wenjuan; Liu, Yide; Li, Jia*; Liu, Jianguo*, Revolutionary material research paradigm driven by machine learning discovered underlying decisive factor and new mechanism, ACS Catalysis, 2021, Accepted.
Youxiu Huo, Qingbing Li, Zhiyan Rui, Rui Ding, Jia Liu, Jia Li*, Jianguo Liu*, A highly stable reinforced PEM assisted by resveratrol and polydopamine-treated PTFE, Journal of Membrane Science, 2021, Accepted.
Rui Ding, Wenjuan Yin, Gang Cheng, Yawen Chen, Jiankang Wang, Ran Wang, Zhiyan Rui, Jia Li*, Jianguo Liu*, Boosting the optimization of membrane electrode assembly in proton exchange membrane fuel cells guided by explainable artificial intelligence, Energy and AI, 2021, Accepted.
Rui Ding, Yiqin Ding, Hongyu Zhang, Wenjuan Yin, Ran Wang, Zihan Xu, Yide Liu, Jiankang Wang, Jia Li*, Jianguo Liu*, Applying machine learning to boost the development of high-performance membrane electrode assembly for proton exchange membrane fuel cells, Journal of Materials Chemistry A, 2021, 9, 6841-6850. (inside cover)
Rui Ding, Ran Wang, Yiqin Ding, Wenjuan Yin, Yide Liu, Jia Li*, Jianguo Liu*, Designing AI-aided analysis and prediction models for nonprecious metal electrocatalyst-based proton exchange membrane fuel cells, Angewandte Chemie International Edition, 2020, 59, 19175-19183.
Wang X, Jia Y, Mao X, Liu DB, He WX, Li J, Liu JG, Yan XC, Chen J, Son L, Du AJ, Yao XD*, Edge-Rich Fe-N4 Active Sites in Defective Carbon for Oxygen Reduction Catalysis, Advanced Materials, 2020, https://doi.org/10.1002/ adma.202000966.
Pei YX, Wang YX, Darraf Y, Chang AY, Zhao H, Liu X, Liu JG, Lvov Y*, Wang SN*, Confining sulfur particles in clay nanotubes with improved cathode performance of lithium–sulfur batteries, Journal of Power Sources, 2020, 450, 227698.
Wang F, Zhang Q, Rui ZY, Li J, Liu JG*, High-Loading Pt–Co/C Catalyst with Enhanced Durability toward the Oxygen Reduction Reaction through Surface Au Modification, ACS Appl. Mater. Interfaces 2020, 12, 30381-30389.
Ding R, YD Liu, ZY Rui, J Li*, JG Liu*, ZG Zou, Facile grafting strategy synthesis of single-atom electrocatalyst with enhanced ORR performance, Nano Research, 2020, 13, 1519-1526.
Lin ZC, Sheng Y, Li J, Rui ZY, Liu Y, Liu JG*, Zou ZG, Ternary heterogeneous Pt–Ni–Au nanowires with enhanced activity and stability for PEMFCs, ChemComm, 2020, 56, 4276-4279.
Li YX, Zhu X, Chen YW, Zhang SQ, Li Jia, Liu JG*, Rapid synthesis of highly active Pt/C catalysts with various metal loadings from single batch platinum colloid, Journal of Energy Chemistry, 2020, 47, 138–145.
Li J, Zhu X, Wang JY, Rui ZY, Zhang SQ, Li, YX, Ding R, He WX, Liu JG*, Zou ZG, Iron-Containing Porphyrins Self-Assembled on ZnO Nanoparticles as Electrocatalytic Materials for Oxygen Reduction, ACS Applied Nano Materials, 2020, 47, 138-145.
Du ML, Yang P, He WX, Bie SY, Zhao H, Jin J, Zou ZG, Liu JG*, Enhanced high-voltage cycling stability of Ni-rich LiNi0.8Co0.1Mn0.1O2 cathode coated with Li2O–2B2O3, Journal of Alloys and Compounds, 2019, 805, 991-998.
He WX, He XC, Du ML, Bie SY, Liu JG*, Wang YQ*, Liu M, Zhigang Zou, Yan WW, Zhao HM, Three-Dimensional Functionalized Carbon Nanotubes/Graphitic Carbon Nitride Hybrid Composite as Sulfur Host for High Performance Lithium-Sulfur Batteries, J. Phys. Chem. C, 2019, 123, 15924-15934.
Sun K, Li J, Wang F, He WX, Fei MF, Lu ZD, Zhang HG, Liu JG*, Zou ZG, Highly enhanced durability of a graphitic carbon layer decorated PtNi3 alloy electrocatalyst toward the oxygen reduction reaction, Chem Comm, 2019, 55, 5693-5696.
Bie SY, Du ML, He WX, Zhang HG, Yu ZT, Liu JG*,Liu M, Yan WW, Zhou L, Zou ZG, CNT@RuO2 as a high performance catalyst for the decomposition of Li2CO3，ACS Appl. Mater. Interfaces 2019, 11, 5146−5151.
Rui ZY, Wang JY, Li J, Yao YF, Huo YX, Liu JG*, Zou ZG, A highly durable quercetin-based proton exchange membrane for fuel cells, Journal of The Electrochemical Society, 2019, 166, F3052-F3507.
Zhao H, Yang P, Du ML, He WX, Liu M, Yan WW, Zhou L, Liu JG*, Gu ZB, Zou ZG, An ultrathin surface-nitrided porous titanium sheet as a current collector-free sulfur host for high-gravimetric-capacity lithium–sulfur batteries, Chem Comm, 2019, 55, 1655-1658.
Zhao X, Gunji TK, Kaneko T, Yoshida Y, Takao S, Higashi K, Uruga T, He WX, Liu JG, Zou ZG, An Integrated Single-Electrode Method Reveals the Template Roles of Atomic Steps: Disturb Interfacial Water Networks and Thus Affect the Reactivity of Electrocatalysts, JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2019, 141, 8516-8526.
Zhong CL, Zhou QW, Li SW, Cao L, Li JC, Shen ZH, Ma HX, Liu JG, Lu MH, Zhang HG, Enhanced synergistic catalysis by a novel triple-phase interface design of NiO/Ru@Ni for the hydrogen evolution reaction, JOURNAL OF MATERIALS CHEMISTRY A, 2019, 7, 2344-2350.
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