Machine learning assisted composition effective design for precipitation strengthened copper alloys

Machine learning assisted design of γ′-strengthened Co-base superalloys with multi-performance optimization

(2020) Pei Liu et al.   npj Computational Materials

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

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

Machine learning assisted design of high entropy alloys with desired property

(2019) Cheng Wen et al.   ACTA MATERIALIA

Materials informatics: From the atomic-level to the continuum

(2019) J.M. Rickman et al.   ACTA MATERIALIA

Materials informatics for the screening of multi-principal elements and high-entropy alloys

(2019) J. M. Rickman et al.   Nature Communications

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

Enhanced Mechanical and Electrical Properties of a Cu-Ni-Si Alloy by Thermo-mechanical Processing

(2019) Lei Jiang et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Enhanced combination properties of Cu-0.8Cr alloy by Fe and P additions

(2019) Yingtao Wang et al.   JOURNAL OF NUCLEAR MATERIALS

Accelerated Discovery of Large Electrostrains in BaTiO3 -Based Piezoelectrics Using Active Learning

(2018) Ruihao Yuan et al.   ADVANCED MATERIALS

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

Inverse molecular design using machine learning: Generative models for matter engineering

(2018) Benjamin Sanchez-Lengeling et al.   SCIENCE

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

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

(2018) Xiangpeng Xiao et al.   Crystals

The Search for BaTiO3-Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning

(2018) Ruihao Yuan et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Precipitation behavior of Cu-3.0Ni-0.72Si alloy

(2018) Jiang Yi et al.   ACTA MATERIALIA

Effect of rolling and aging processes on microstructure and properties of Cu-Cr-Zr alloy

(2017) Huadong Fu 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

Optimization of conductivity and strength in Cu-Ni-Si alloys by suppressing discontinuous precipitation

(2016) Seung Zeon Han et al.   METALS AND MATERIALS INTERNATIONAL

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Accelerated search for materials with targeted properties by adaptive design

(2016) Dezhen Xue et al.   Nature Communications

A general-purpose machine learning framework for predicting properties of inorganic materials

(2016) Logan Ward et al.   npj Computational Materials

Adaptive Strategies for Materials Design using Uncertainties

(2016) Prasanna V. Balachandran et al.   Scientific Reports

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

Tensile and electrical properties of direct aged Cu-Ni-Si-x%Ti alloys

(2013) Eungyeong Lee et al.   METALS AND MATERIALS INTERNATIONAL

Microstructure and properties of Cu–Ni–Si–Zr alloy after thermomechanical treatments

(2013) Xiang-Peng Xiao et al.   RARE METALS

The transformation behavior of Cu–8.0Ni–1.8Si–0.6Sn–0.15Mg alloy during isothermal heat treatment

(2011) Qian Lei et al.   MATERIALS CHARACTERIZATION

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