Accelerated discovery of high-performance Cu-Ni-Co-Si alloys through machine learning

Correlation mechanism of grain orientation/microstructure and mechanical properties of Cu–Ni–Si–Co alloy

(2021) He Wei et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Relationship and mechanism between double cold rolling-aging process, microstructure and properties of Cu–Ni–Si alloy prepared by two-phase zone continuous casting

(2020) Wanneng Liao et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Study on the variation of properties of Cu-Cr-Zr alloy by different rolling and aging sequence

(2020) Jiazhi Li et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Accelerated design of L12-strengthened Co-base superalloys based on machine learning of experimental data

(2020) Jinxin Yu et al.   MATERIALS & DESIGN

Relationship between the microstructure and properties of a peak aged Cu–Ni–Co–Si alloy

(2019) Jiang Li et al.   MATERIALS SCIENCE AND TECHNOLOGY

High-strength Co–Al–V-base superalloys strengthened by γ′-Co3(Al,V) with high solvus temperature

(2019) Yuechao Chen et al.   ACTA MATERIALIA

A predicting model for properties of steel using the industrial big data based on machine learning

(2019) Shun Guo et al.   COMPUTATIONAL MATERIALS SCIENCE

Cu–Ni–Sn–Si alloys designed by cluster-plus-glue-atom model

(2019) Q.X. Yu et al.   MATERIALS & DESIGN

A two-stage predicting model for γ′ solvus temperature of L12-strengthened Co-base superalloys based on machine learning

(2019) Jinxin Yu et al.   INTERMETALLICS

Enhanced mechanical properties of wrought γ′-strengthened Co-base superalloys by adjusting the relative content of Al and Ti

(2019) Yi Zhang et al.   INTERMETALLICS

Co effects on Cu-Ni-Si alloys microstructure and physical properties

(2019) Zhuan Zhao et al.   JOURNAL OF ALLOYS AND COMPOUNDS

A property-oriented design strategy for high performance copper alloys via machine learning

(2019) Changsheng Wang et al.   npj Computational Materials

Microstructure evolution and properties of a quaternary Cu–Ni–Co–Si alloy with high strength and conductivity

(2019) Jiang Li et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Influence of the Ni/Co Mass Ratio on the Microstructure and Properties of Quaternary Cu-Ni-Co-Si Alloys

(2019) Jiang Li et al.   Materials

Novel Co-Ti-V-base superalloys reinforced by L1 2 -ordered γ′ phase

(2018) J.J. Ruan et al.   INTERMETALLICS

Microstructural Evolution and Precipitation Strengthening In a New 20Cr Ferritic Trial Steel

(2018) Mujin Yang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Correlations between microstructures and properties of Cu-Ni-Si-Cr alloy

(2018) Yake Wu et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

(2018) Fang Ren et al.   Science Advances

Microstructural evolution, phase transition, and physics properties of a high strength Cu–Ni–Si–Al alloy

(2018) Qian Lei et al.   MATERIALS CHARACTERIZATION

Microstructure and Properties of a Novel Cu–Ni–Co–Si–Mg Alloy with Super-high Strength and Conductivity

(2018) Jiazhen Huang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Effects of pre-deformation on precipitation behaviors and properties in Cu-Ni-Si-Cr alloy

(2018) Yake Wu et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Aging Behavior and Precipitation Analysis of Cu-Ni-Co-Si Alloy

(2018) Xiangpeng Xiao et al.   Crystals

Precipitation behavior of Cu-3.0Ni-0.72Si alloy

(2018) Jiang Yi et al.   ACTA MATERIALIA

Microstructure and mechanical properties of a high strength Cu-Ni-Si alloy treated by combined aging processes

(2017) Qian Lei et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Coarsening behaviour and interfacial structure of γ ′ precipitates in Co-Al-W based superalloys

(2016) V.A. Vorontsov et al.   ACTA MATERIALIA

Multi-scale computation methods: Their applications in lithium-ion battery research and development

(2016) Siqi Shi et al.   Chinese Physics B

Application of machine learning methods for the prediction of crystal system of cathode materials in lithium-ion batteries

(2016) M. Attarian Shandiz et al.   COMPUTATIONAL MATERIALS SCIENCE

Suppressing spinodal decomposition by adding Co into Cu–Ni–Si alloy

(2016) XiangPeng Xiao et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Discontinuous precipitates in age-hardening CuNiSi alloys

(2016) Satoshi Semboshi et al.   MATERIALS CHARACTERIZATION

Characterization of the hot-working behavior of a Cu-Ni-Si alloy

(2016) J. Chalon et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Effects of Cr and Zr additions on microstructure and properties of Cu-Ni-Si alloys

(2016) Wei Wang et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Deformation Behavior and Microstructure Evolution of the Cu-2Ni-0.5Si-0.15Ag Alloy During Hot Compression

(2015) Yi Zhang et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Computational imaging: Machine learning for 3D microscopy

(2015) Laura Waller et al.   NATURE

Evaluation of nanoscaled precipitates in a Cu–Ni–Si–Cr alloy during aging

(2014) J.Y. Cheng et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Thermodynamic Description of the Cu-Ni-Si System

(2014) Cuiping Wang et al.   JOURNAL OF PHASE EQUILIBRIA AND DIFFUSION

Ostwald ripening in multicomponent alloys

(2013) T. Philippe et al.   ACTA MATERIALIA

A new ultrahigh strength Cu–Ni–Si alloy

(2013) Q. Lei et al.   INTERMETALLICS

Experimental investigation of phase equilibria in the Cu–Ni–Si ternary system

(2013) Xingjun Liu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Orientation and diffraction patterns of δ-Ni2Si precipitates in Cu–Ni–Si alloy

(2013) Yan-lin Jia et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Microstructure and Properties of a High-Strength Cu-Ni-Si-Co-Zr Alloy

(2013) S. Chenna Krishna et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

The high-throughput highway to computational materials design

(2013) Stefano Curtarolo et al.   NATURE MATERIALS

The crystallographic and morphological evolution of the strengthening precipitates in Cu–Ni–Si alloys

(2012) T. Hu et al.   ACTA MATERIALIA

Experimental investigation of phase equilibria in the Ni–Co–Si ternary system

(2011) Cuiping Wang et al.   INTERMETALLICS

Coarsening of δ-Ni2Si precipitates in a Cu–Ni–Si alloy

(2011) Chihiro Watanabe et al.   JOURNAL OF MATERIALS SCIENCE

Phase transformations behavior in a Cu–8.0Ni–1.8Si alloy

(2010) Q. Lei et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Microstructure and properties of high-conductivity, super-high-strength Cu–8.0Ni–1.8Si–0.6Sn–0.15Mg alloy

(2009) Z. Li et al.   JOURNAL OF MATERIALS RESEARCH

Hybrid genetic algorithms and support vector regression in forecasting atmospheric corrosion of metallic materials

(2008) S.F. Fang et al.   COMPUTATIONAL MATERIALS SCIENCE

Structural stability ofFe5Si3andNi2Sistudied by high-pressure x-ray diffraction andab initiototal-energy calculations

(2008) D. Errandonea et al.   PHYSICAL REVIEW B

Microstructure and mechanical properties of Cu–Ni–Si alloys

(2007) Ryoichi Monzen et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING