Jiang, J., Liu, J., Zheng, X., Li, L., Huang, J., Wang, Y., ... & Dou, S. (2025). Tailoring a Fast Ion‐Conducting Substrate with Competitive Adsorption for Dendrite‐Free Lithium/Potassium Metal Batteries. Angewandte Chemie, 137(37), e202510178.

Ren, H., He, M., Zheng, X., Chen, Y., Yin, G., Ma, Y., ... & Yang, W. (2025). Liquid metal-mediated bio-heterojunction enzyme with intracellular/extracellular anti-bacteria enables diabetic infectious wounds healing. Chemical Engineering Journal, 167375.

Zong, H., Li, S. Q., Zheng, X., Wu, X. Y., Li, S. S., Hao, Q. Q., ... & Chen, J. S. (2025). Synergistic Engineering of Electronic Structure and Interfacial Field via a 3D Heterostructure for Stable Sodium Metal Batteries. Journal of the American Chemical Society, 147(33), 29779-29791.

Li, S. Q., Wang, Z., Zheng, X., Guo, M. L., Yang, J. N., Li, Y., ... & Chen, J. S. (2025). Biomimetic Sandwich-Structured Tubular Ion Pump Arrays for Lithium Metal Batteries. Journal of the American Chemical Society, 147(29), 25883-25895.

Zheng, X., Shiomi, J., & Yamada, T. (2025). Optimizing Metamaterial Inverse Design with 3D Conditional Diffusion Model and Data Augmentation. Advanced Materials Technologies, 2500293.

Guo, X., Zheng, X., Zhou, J., Yamada, T., Yi, Y., & Watanabe, I. (2025). Spring-based mechanical metamaterials with deep-learning-accelerated design. Materials & Design, 252, 113800.

Yang, J., Zheng, X., Shah, S. S. A., Wang, C., Li, X., Yan, Z., & Peng, L. (2025). Recent Advances in Single‐Atom Catalysts for Photoelectrocatalytic Water Splitting. Carbon Energy, e695.

Bai, Y., Zheng, X., Liu, H., Huang, J., Zhang, L., Otitoju, T. A., ... & Wu, C. (2025). Honeycomb-like superstructure of 3D sodiophilic host for anode-free sodium batteries. Energy Storage Materials, 74, 103926.

Tai, C. L., You, J. D., Chen, J. J., Liang, S. C., Chung, T. F., Yang, Y. L., ... & Yang, J. R. (2025). In-situ transmission electron microscopy investigation of the deformation mechanism in CoCrNi and CoCrNiSi0. 3 nanopillars. Scripta Materialia, 255, 116405.

Li, J., Zheng, X., Zhu, L., Yao, Y., Yan, S., Wang, L., ... & Wen, L. (2025). Revealing Dynamic Ion Transport in Tailorable Carbon Nano‐Skyscraper Electrodes. Advanced Science, e03749.

Wang, Y., Zheng, X., Wang, W., Song, C., Niu, H., Du, F. H., ... & Wang, G. (2025). In Situ Constructed Co/NaCl Mixed Ion/Electron‐Conducting Interphase Enabling Dendrite‐Free Sodium Metal Anodes. Advanced Functional Materials, 2508384.

鄭銷陽, & 渡邊育夢. (2025). メタマテリアルの逆問題デザイン (< 特集> マテリアル分野におけるデータ駆動研究の進展). 日本機械学会誌, 128(1277), 42-45.

Zheng, Xiaoyang, Ikumu Watanabe, Jamie Paik, Jingjing Li, Xiaofeng Guo, and Masanobu Naito. "Text‐to‐Microstructure Generation Using Generative Deep Learning." Small (2024): 2402685.

Zheng, Xiaoyang, Ikumu Watanabe, Siqian Wang, Ta-Te Chen, and Masanobu Naito. "Minimal-surface-based multiphase metamaterials with highly variable stiffness." Materials & Design 237 (2024): 112548.

Haoxuan Liu, Xiaoyang Zheng, Yumeng Du, Marcela Chaki Borrás, Kuan Wu, Konstantin Konstantinov, Wei Kong Pang et al. "Multifunctional Separator Enables High‐Performance Sodium Metal Batteries in Carbonate‐Based Electrolytes." Advanced Materials 36, no. 5 (2024): 2307645.

Li, Jingjing, Xiaoyang Zheng, Ikumu Watanabe, and Yoichi Ochiai. "A systematic review of digital transformation technologies in museum exhibition." Computers in Human Behavior (2024): 108407.

Wang, Zhenzhen, Shang-Qi Li, Yue Zhang, Xiaoyang Zheng, Haoxuan Liu, Jiawen Huang, Kuan Wu et al. "3D Vertical Ultra-Sodiophilic Leaf-vein-like MXene/Sn@ CNF Array of Structured Sodium Enabling High-Rate and Long-Life Sodium Metal Batteries." Energy Storage Materials (2024): 103557.

Weng, Wei, Xiaoyang Zheng, Mizuki Tenjimbayashi, Ikumu Watanabe, and Masanobu Naito. "De-icing performance evolution with increasing hydrophobicity by regulating surface topography." Science and Technology of Advanced Materials 25, no. 1 (2024): 2334199.

Huang, Jiawen, Zhongyi Huang, Xiaoyang Zheng, Yan Wang, Xianhong Rui, Yan Yu, Shi-Xue Dou, and Chao Wu. "3D Sodiophilic Mixed-ion-electron-conducting Framework of Hierarchical Nanowire Arrays for Ultra-stable Sodium-Metal Batteries." Energy Storage Materials (2024): 103420.

Huang, Zhongyi, Xiaoyang Zheng, Haoxuan Liu, Jiawen Huang, Yi Xu, Xun Xu, Yuhai Dou et al. "Long Cycle Life and High‐Rate Sodium Metal Batteries Enabled by an Active/Inactive Co‐Sn alloy Interface." Advanced Functional Materials 34, no. 5 (2024): 2302062.

Xiaoyang Zheng*, Xubo Zhang, Ta-Te Chen, and Ikumu Watanabe*. Deep Learning in Mechanical Metamaterials: From Prediction and Generation to Inverse Design. Advanced Materials (2023): 2302530.

Xiaoyang Zheng, Ta-Te Chen, Xiaoyu Jiang, Masanobu Naito, Ikumu Watanabe*. Deep-learning-based inverse design of three-dimensional architected cellular materials with a target porosity and stiffness using voxelized Voronoi lattices. Science and Technology of Advanced Materials, 24.1 (2023): 2157682. 

Minjie Wang, Li Wang, Qingbin Li*, Dan Wang, Liu Yang, Yongjun Han, Yuan Re, Gang Tian, Xiaoyang Zheng, Muwei Ji, Caizhen Zhu*, Lishan Peng*, Geoffrey I. N. Waterhouse*. Regulating the Coordination Geometry and Oxidation State of Single‐Atom Fe Sites for Enhanced Oxygen Reduction Electrocatalysis. Small (2023): 2300373.

Xiaoyang Zheng, Koichiro Uto, Wei-Hsun Hu, Ta-Te Chen, Masanobu Naito, Ikumu Watanabe*. Reprogrammable flexible mechanical metamaterials. Applied Materials Today, 29 (2022): 101662.

Yuanjun Zhang, Xiaoyang Zheng, Kuan Wu, Ying Zhang, Gang Xu, Minghong Wu, Hua-Kun Liu, Shi-Xue Dou, Chao Wu*. Nonionic Surfactant-Assisted In Situ Generation of Stable Passivation Protective Layer for Highly Stable Aqueous Zn Metal Anodes." Nano Letters, 22, 21, 8574–8583 (2022).

Ming Zhu, Xiaoyang Zheng, Lulu Li, Xiaolong Zhu, Zhongyi Huang, Guanyao Wang, Yuanjun Zhang et al. Towards stable sodium metal battery with high voltage output through dual electrolyte design. Energy Storage Materials 48 (2022): 466-474.

Jingjing Li, Xiaoyang Zheng, Jun-Li Lu, Vargas Meza Xanat, and Yoichi Ochiai*. Transformation of Plants into Polka Dot Arts: Kusama Yayoi as an Inspiration for Deep Learning. In International Conference on Human-Computer Interaction, pp. 270-280. Springer, Cham, 2022. 

Xiaoyang Zheng, Xiaofeng Guo, Ikumu Watanabe*, A mathematically defined 3D auxetic metamaterial with tunable mechanical and conduction properties. Materials & Design, 198 (2021): 109313. 

Xiaoyang Zheng, Ta-Te Chen, Xiaofeng Guo, Sadaki Samitsu, Ikumu Watanabe*, Controllable inverse design of auxetic metamaterials using deep learning. Materials & Design, 211 (2021): 110178.

Luonan Zhou, Xiaoyang Zheng, Kai Du, Xiaofeng Guo, Qiang Yin, Ai Lu, Yong Yi*. Parametric and experiment studies of 3D auxetic lattices based on hollow shell cuboctahedron. Smart Materials and Structures, 30 (2021): 025042. 

Yulin Jiang, Yutao Yang, Xiaoyang Zheng, Yong Yi, Xianchun Chen, Yubao Li, Dan Sun, Li Zhang. Multifunctional load-bearing hybrid hydrogel with combined drug release and photothermal conversion functions. NPG Asia Materials, 12(1), 1-11 (2020). 

Xiaoyang Zheng, Xian Zhang*. Excitons in two-dimensional materials. (full chapter in book “Advances in Condensed-Matter and Materials Physics - Rudimentary Research to Topical Technology, 2019). ISBN 978-1-78985-914-0.

Xiaofeng Guo, Xiaoyang Zheng, Yang Yang, Xinyu Yang, Yong Yi*. Mechanical behavior of porous scaffolds: a comparison between minimal surfaces and their lattice structures. SN Applied Sciences, 1: 1145 (2019). 

Xiaoyang Zheng, Xiaofeng Guo, Yang Yang, Zhibing Fu, Kai Du*, Chaoyang Wang, Yong Yi*. Structure-Dependent Analysis of Nanoporous Metals: Clues from Mechanical, Conduction, and Flow Properties. The Journal of Physical Chemistry C, 122, 16803−16809 (2018). 

Xiaoyang Zheng, Zhibing Fu, Kai Du, Chaoyang Wang, Yong Yi*. Minimal surface designs for porous materials: from microstructures to mechanical properties. Journal of Materials Science, 53 (14), 10194-10208 (2018). 

Yong Yi*, Xiaoyang Zheng, Zhibing Fu, Chaoyang Wang, Xibin Xu, Xiulan Tan. Multi-scale modeling for predicting the stiffness and strength of hollow-structured metal foams with structural hierarchy. Materials, 11 (3), 380 (2018). 

Hao Ma, Xiaoyang Zheng, Xuan Luo*, Yong Yi*, Fan Yang. Simulation and Analysis of Mechanical Properties of Silica Aerogels: From Rationalization to Prediction. Materials, 11 (2), 214 (2018).

Xiaoyang Zheng, Jiangshan Luo, Kai Li, Yong Yi*, Kai Du. Simulation and Analysis of Three-Dimensional Electromagnetism, Heat Transfer, and Gas Flow for Flow-Levitation System. IEEE Transactions on Nanotechnology, 16 (6), 1106-1114 (2017).