Developing high performance energy storage devices such as metal ion batteries and supercapacitors are important for portable electronics, vehicle electrification and smart grid, while developing techniques for electrochemical monitoring that offer higher spatial and temporal resolution would open up new ways to study electrochemical interfaces and reaction kinetics for further developing novel energy storage devices. In this talk, I will introduce our recently developed materials optimization strategies and techniques to address their critical performance parameters related to energy density, power density, cycle, calendar life, and realize electrochemical monitoring, which includes (1) development of wafer-scale large-scale, shape & strain-controlled deterministic one-dimensional material assembly technique[1], which can be used for fabrication of single crystal nano-/microscale electrochemical devices array for in-situ electrochemical probing[2]; (2) synthesis and in-situ TEM characterization of self-adaptive strain-relaxed structure with high-stretchy protective shells through homogeneously crumpling of 3D graphene electrode showing high specific capacity, fast charge-discharge rate and long cycling stability for high-energy lithium battery materials[3]; and (3) operando observation of coupled discontinuous–continuous transitions in a series of ion-stabilized intercalation cathode[4], showing that the continuous transition at the intralayer could inhabit the irreversible ion intercalation and the consequent irreversible phase transition, while the discontinuous transitions at the interlayer of layered cathode provides the rapid adjustments in diffusion channels for the fast charge and discharge[5]. Reference: Y. Zhao, J. Yao, C.M. Lieber, et al. Shape-controlled deterministic assembly of nanowires. Nano Letters 2016, 16.4, 2644.L. Mai, M. Yan, Y. Zhao. Track batteries degrading in real time. Nature 2017, 546.7659, 469Y. Zhao, J. Feng, X. Liu, et al. Self-adaptive strain-relaxation optimization for high-energy lithium storage material through crumpling of graphene. Nature Communications 2014, 5.Y. Zhao, C. Han, et al. Stable alkali metal ion intercalation compounds as optimized metal oxide nanowire cathodes for lithium batteries. Nano Letters 2015, 15.3, 2180.G. Zhang, T. Xiong, Y. Zhao. Operando observation of coupled discontinuous–continuous transitions in ion-stabilized intercalation cathode. Submitted.