High throughput experiment assisted discovery of new Ni-base superalloys

doi:10.1016/j.scriptamat.2019.11.019

	High throughput experiment assisted discovery of new Ni-base superalloys
	Wang, Zi 1; Zhang, Lina 2; Li, Weifu 2; Qin, Zijun 1; Wang, Zexin 1; Li, Zihang 1; Tan, Liming 3; Zhu, Lilong 4; Liu, Feng 1; Han, Hua2 ; Jiang, Liang 4
Source Publication	SCRIPTA MATERIALIA
ISSN	1359-6462
	2020-03-01
Volume	178 Pages:134-138
Corresponding Author	Tan, Liming(limingtan@csu.edu.cn) ; Liu, Feng(liufeng@csu.edu.cn)
Abstract	In this work, a diffusion multiple consist of Ni-base superalloys with complex compositions rather than simple metals or compounds is introduce, to discover the new Ni-base polycrystalline superalloys in combination with high strength and microstructure stability. Additionally, machine learning based image recognition has been use to characterize the microstructure, especially the gamma' precipitates. The microhardness is also utilized to rank the mechanical properties of Ni-base superalloys with different compositions. Thus, the composition, microstructure, and property are integrated by the high throughput experiment to discover novel superalloys, which can also be applied to discover other alloys with complex chemical components. (C) 2019 Acta Materialia Inc. Published by Elsevier Ltd. All rights reserved.
Keyword	High throughput Superalloy Microstructure Hardness Mechanical properties
DOI	10.1016/j.scriptamat.2019.11.019
WOS Keyword	PHASE-DIAGRAM ; YIELD-STRESS ; MICROSTRUCTURE ; STRENGTH ; MODEL ; PREDICTION ; CO
Indexed By	SCI
Language	英语
Funding Project	National Key Research and Development Program of China[2016YFB0701404] ; National Natural Science Foundation of China[91860105] ; National Key Research and Development Program of China[2016YFB0701404] ; National Natural Science Foundation of China[91860105]
Funding Organization	National Key Research and Development Program of China ; National Natural Science Foundation of China
WOS Research Area	Science & Technology - Other Topics ; Materials Science ; Metallurgy & Metallurgical Engineering
WOS Subject	Nanoscience & Nanotechnology ; Materials Science, Multidisciplinary ; Metallurgy & Metallurgical Engineering
WOS ID	WOS:000510947200027
Publisher	PERGAMON-ELSEVIER SCIENCE LTD
Citation statistics	Cited Times:29[WOS] [WOS Record] [Related Records in WOS]
Document Type	期刊论文
Identifier	http://ir.ia.ac.cn/handle/173211/28583
Collection	类脑智能研究中心_微观重建与智能分析
Corresponding Author	Tan, Liming; Liu, Feng
Affiliation	1.Cent S Univ, State Key Lab Powder Met, 932 South Lushan Rd, Changsha 410083, Hunan, Peoples R China 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Inst Automat, Beijing 100190, Peoples R China 3.Cent S Univ, Sch Met & Environm, 932 South Lushan Rd, Changsha 410083, Hunan, Peoples R China 4.Yantai Univ, Inst Adv Studies Precis Mat, Yantai 264005, Shandong, Peoples R China
Recommended Citation GB/T 7714	Wang, Zi,Zhang, Lina,Li, Weifu,et al. High throughput experiment assisted discovery of new Ni-base superalloys[J]. SCRIPTA MATERIALIA,2020,178:134-138.
APA	Wang, Zi.,Zhang, Lina.,Li, Weifu.,Qin, Zijun.,Wang, Zexin.,...&Jiang, Liang.(2020).High throughput experiment assisted discovery of new Ni-base superalloys.SCRIPTA MATERIALIA,178,134-138.
MLA	Wang, Zi,et al."High throughput experiment assisted discovery of new Ni-base superalloys".SCRIPTA MATERIALIA 178(2020):134-138.

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