Prediction of Ti-Zr-Nb-Ta high-entropy alloys with desirable hardness by combining machine learning and experimental data
出版年份 2021 全文链接
标题
Prediction of Ti-Zr-Nb-Ta high-entropy alloys with desirable hardness by combining machine learning and experimental data
作者
关键词
-
出版物
APPLIED PHYSICS LETTERS
Volume 119, Issue 20, Pages 201905
出版商
AIP Publishing
发表日期
2021-11-16
DOI
10.1063/5.0065303
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A general and transferable deep learning framework for predicting phase formation in materials
- (2021) Shuo Feng et al. npj Computational Materials
- Influence of V and Heat Treatment on Characteristics of WMoNbTaV Refractory High-Entropy Alloy Coatings by Mechanical Alloying
- (2021) Chun-Liang Chen et al. Coatings
- XGBoost-based on-line prediction of seam tensile strength for Al-Li alloy in laser welding: Experiment study and modelling
- (2021) Zhifen Zhang et al. Journal of Manufacturing Processes
- Modeling solid solution strengthening in high entropy alloys using machine learning
- (2021) Cheng Wen et al. ACTA MATERIALIA
- Study on strengthening effects of Zr-Ti-Nb-O alloys via high throughput powder metallurgy and data-driven machine learning
- (2021) Shengping Si et al. MATERIALS & DESIGN
- Using machine learning and feature engineering to characterize limited material datasets of high-entropy alloys
- (2020) Dongbo Dai et al. COMPUTATIONAL MATERIALS SCIENCE
- Revisit the VEC rule in high entropy alloys (HEAs) with high-throughput CALPHAD approach and its applications for material design-A case study with Al–Co–Cr–Fe–Ni system
- (2020) Songge Yang et al. ACTA MATERIALIA
- Effect of heat treatment on the microstructure, microhardness, and wear characteristics of AlCrFeCuNi high-entropy alloy
- (2020) N. Malatji et al. The International Journal of Advanced Manufacturing Technology
- Preparation of Refractory High-Entropy Alloys by Electro-Deoxidation and the Effect of Heat Treatment on Microstructure and Hardness
- (2020) Jagadeesh Sure et al. JOM
- Phase prediction of Ni-base superalloys via high-throughput experiments and machine learning
- (2020) Zijun Qin et al. Materials Research Letters
- Machine learning prediction of compressive strength for phase change materials integrated cementitious composites
- (2020) Afshin Marani et al. CONSTRUCTION AND BUILDING MATERIALS
- Deep learning-based phase prediction of high-entropy alloys: Optimization, generation, and explanation
- (2020) Soo Young Lee et al. MATERIALS & DESIGN
- Interpretable machine-learning strategy for soft-magnetic property and thermal stability in Fe-based metallic glasses
- (2020) Zhichao Lu et al. npj Computational Materials
- Fe-based bulk metallic glasses: glass formation, fabrication, properties and applications
- (2019) H.X. Li et al. PROGRESS IN MATERIALS SCIENCE
- Additive manufacturing of high-strength CrMnFeCoNi-based High Entropy Alloys with TiC addition
- (2019) Abdukadir Amar et al. INTERMETALLICS
- Prediction of the Composition and Hardness of High-Entropy Alloys by Machine Learning
- (2019) Yao-Jen Chang et al. JOM
- Uncovering the eutectics design by machine learning in the Al–Co–Cr–Fe–Ni high entropy system
- (2019) Qingfeng Wu et al. ACTA MATERIALIA
- Combined machine learning and CALPHAD approach for discovering processing-structure relationships in soft magnetic alloys
- (2018) Rajesh Jha et al. COMPUTATIONAL MATERIALS SCIENCE
- Compositional variation effects on the microstructure and properties of a refractory high-entropy superalloy AlMo 0.5 NbTa 0.5 TiZr
- (2018) O.N. Senkov et al. MATERIALS & DESIGN
- Novel metastable engineering in single-phase high-entropy alloy
- (2018) Ruixin Wang et al. MATERIALS & DESIGN
- Short-Term Load Forecasting Using EMD-LSTM Neural Networks with a Xgboost Algorithm for Feature Importance Evaluation
- (2017) Huiting Zheng et al. Energies
- Microstructure and mechanical properties of refractory high entropy (Mo 0.5 NbHf 0.5 ZrTi) BCC /M 5 Si 3 in-situ compound
- (2016) N.N. Guo et al. JOURNAL OF ALLOYS AND COMPOUNDS
- Enhanced mechanical properties of HfMoTaTiZr and HfMoNbTaTiZr refractory high-entropy alloys
- (2015) Chien-Chang Juan et al. INTERMETALLICS
- Effect of Al addition on mechanical properties and microstructure of refractory AlxHfNbTaTiZr alloys
- (2015) Chun-Ming Lin et al. JOURNAL OF ALLOYS AND COMPOUNDS
- High-Entropy Alloys: A Critical Review
- (2014) Ming-Hung Tsai et al. Materials Research Letters
- Mechanical properties of Nb25Mo25Ta25W25 and V20Nb20Mo20Ta20W20 refractory high entropy alloys
- (2011) O.N. Senkov et al. INTERMETALLICS
- Microstructure and room temperature properties of a high-entropy TaNbHfZrTi alloy
- (2011) O.N. Senkov et al. JOURNAL OF ALLOYS AND COMPOUNDS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now