Research at FAST

Department of Applied Physics Department of Applied Physics 131 Qualification PhD (NUS) ORCID ID 0000-0002-0876-1221 Dr YANG Ming Assistant Professor Research Interests (1) High-throughput first-principles calculations; (2) Machine learning accelerated materials innovations; (3) Screening electrocatalyst and understanding the electrochemical mechanism; (4) 2D materials. Representative Publications • High-Throughput Identification of Exfoliable Two- Dimensional Materials with Active Basal Planes for Hydrogen Evolution, Tong Yang, Jun Zhou, Ting Ting Song, Lei Shen, Yuan Ping Feng* & Ming Yang *, ACS Energy Lett. 7, 2313-2321, 2020 • High-Throughput Screening of Transition Metal Single Atom Catalysts Anchored on Molybdenum Disulfide for Nitrogen Fixation, Tong Yang, Ting Ting Song, Shijie Wang, Dongzhi Chi, Lei Shen*, Ming Yang *, & Yuan Ping Feng*, Nano Energy, 104304, 2020 . • MoS2/Polymer Heterostructures Enabling Stable Resistive Switching and Multistate Randomness, Jianwei Chai, Shiwun Tong, Changjian Li, Carlos Manzano, Bing Li, Yanpeng Liu, Ming Lin, Laimun Wong, Jianwei Cheng, Jing Wu, Aaron Lau, Qidong Xie, Stephen J Pennycook, Henry Medina*, Ming Yang *, Shijie Wang* & Dongzhi Chi*, Adv. Mater. 2002704, 2020 . • Gate-Tunable In-Plane Ferroelectricity in Few-Layer SnS, Yang Bao, Peng Song, Yanpeng Liu, Zhihui Chen, Menglong Zhu, Ibrahim Abdelwahab, Jie Su, Wei Fu, Xiao Chi, Wei Yu, Wei Liu, Xiaoxu Zhao, Qing-Hua Xu, Ming Yang *, & Kian Ping Loh*, Nano Lett. 19, 5109-5117, 2019 . • Selective Self-Assembly of 2,3-Diaminophenazine Molecules on MoSe2 Mirror Twin Boundaries, Xiaoyue He, Lei Zhang, Rebekah Chua, Ping Kwan Johnny Wong, Arramel Arramel, Yuan Ping Feng, Shi Jie Wang, Dongzhi Chi, Ming Yang *, Yu Li Huang* & Andrew Thye Shen Wee*, Nature Commun. 10, 1-9, 2019 . Patents 2 PCT patents (PCT/SG2018/050462, 2018 and PCT/ SG2020/050533, 2021) Achievement Code: python-based framework for semi-automated high- throughput first-principles calculations (https://github.com/ bitsoal/VASP_HTC_framework)