A property|oriented design strategy for high performance copper ...

A property-oriented design strategy for high performance copper ...

We propose a machine learning design system involving three features of machine learning modeling, compositional design and property prediction.

A property-oriented design strategy for high performance copper ...

Traditional strategies for designing new materials with targeted property including methods such as trial and error, and experiences of domain experts, ...

A property-oriented design strategy for high performance copper ...

AbstractTraditional strategies for designing new materials with targeted property including methods such as trial and error, and experiences of domain ...

A strategy for high-entropy copper alloys composition design ...

Combined data reconstruction, deep neural network with network structure optimization method, an innovative alloy design strategy (DSR) with high accuracy ...

An improved composition design method for high-performance ...

However, high strength and high electrical conductivity are a pair of contradictory properties, and copper alloy materials are no exception.1 In ...

Wang C S, Fu H D, Jiang L, et al. A property-oriented design strategy ...

Wang C S, Fu H D, Jiang L, et al. A property-oriented design strategy for high performance copper alloys via machine learning[J]. npj Computational ...

An improved composition design method for high-performance ...

A property-oriented design strategy for high performance copper alloys via machine learning · Changsheng WangHuadong FuLei JiangD. XueJian-Xin Xie. Materials ...

Design Strategy for Art Copper Alloys' Colors Through Machine ...

A property-oriented design strategy for high performance copper alloys via machine learning. Article. Full-text available. Dec 2019. Wang ...

Composition design of high-performance copper alloy by coupling ...

To investigate the complex nonlinear relationship between the composition and properties of high-performance copper alloys, a double-layer ...

Accelerated composition-process-properties design of precipitation ...

The material design strategy for the multi-performance optimization of Cu-Ni-Si alloy through Bayesian optimization was proposed. This work ...

An improved composition design method for high-performance ...

However, high strength and high electrical conductivity are a pair of contra- dictory properties, and copper alloy materials are no exception.1 In order to ...

Recent progress in the machine learning-assisted rational design of ...

C.S. Wang, H.D. Fu, L. Jiang, D.Z. Xue, and J.X. Xie, A property-oriented design strategy for high performance copper alloys via machine ...

Predictive Modeling and Analysis of Cu–Be Alloys - MDPI

employed a ML-driven design method to rapidly discover high-performance Cu ... A Property-Oriented Design Strategy for High Performance Copper Alloys via Machine ...

An improved composition design method for high-performance ...

The preparation of high-performance copper alloys generally considers alloying approaches to solve the conflicting problems of high strength and high ...

Machine learning-guided design and development of metallic ...

A property-oriented design strategy for high performance copper alloys via machine learning. npj Comput Mater 2019;5:1-8. DOI. 28. Yu J, Guo S, Chen Y, et al ...

An Effective Framework for Predicting Performance of Solid-Solution ...

... design of high-property copper alloys. Unfortunately, the ... A Property-Oriented Design Strategy for High Performance Copper Alloys via Machine Learning.

Rapid design of secondary deformation-aging parameters for ultra ...

Xie, A property-oriented design strategy for high performance copper alloys via machine learning, npj Comput. Mater., 5(2019), art. No. 87 ...

High-strength Copper-beryllium Alloys - Materion

... property sets to meet the ... Download the Guide to Designing Reliable Connectors. Copper alloy tubes. Download the Guide to High Performance Alloys ...

Composition design of high-performance copper alloy by coupling ...

Wang, A property-oriented design strategy for high performance copper alloys via machine learning[J], Npj Computational Mater., № 5, с. 1 https://doi.org ...

Manufacturing of high strength and high conductivity copper with ...

... properties is required. Here, we present a design strategy that enables laser AM of Cu parts with high density and high performance through ...