Electrochemical stability of biodegradable Zn–Cu alloys through machine-learning accelerated high-throughput discovery-Reference-Cited by-同舟云学术

Electrochemical stability of biodegradable Zn–Cu alloys through machine-learning accelerated high-throughput discovery

Published:2024 Issue:35 Volume:26 Page:23010-23022
ISSN:1463-9076
Container-title:Physical Chemistry Chemical Physics
language:en
Short-container-title:Phys. Chem. Chem. Phys.

Author:

Luo Kun¹²,Liu Zhaorui¹²,Yu Rui¹²,Xu Tengfei¹²,Legut Dominik³⁴^ORCID,Yin Xing⁵,Zhang Ruifeng¹²^ORCID

Affiliation:

1. School of Materials Science and Engineering, Beihang University, Beijing 100191, P. R. China

2. Center for Integrated Computational Engineering (International Research Institute for Multidisciplinary Science) and Key Laboratory of High-Temperature Structural Materials & Coatings Technology (Ministry of Industry and Information Technology), Beihang University, Beijing 100191, P. R. China

3. IT4Innovations, VSB-Technical University of Ostrava, 17. listopadu 2172/15, CZ-70800 Ostrava, Czech Republic

4. Department of Condensed Matter Physics, Faculty of Mathematics and Physics, Charles University, Ke Karlovu 3, 121 16 Prague 2, Czech Republic

5. National Key Laboratory of Nuclear Reactor Technology, Nuclear Power Institute of China, Chengdu 610041, China

Abstract

Using first-principles calculations and machine learning-accelerated evolutionary algorithms, the corrosion behaviour of the Zn–Cu alloys in pure water and Cl-containing solutions were explored by Pourbaix diagrams.

Funder

Fundamental Research Funds for the Central Universities

National Key Research and Development Program of China

Ministerstvo Školství, Mládeže a Tělovýchovy

Thousand Young Talents Program of China

Publisher

Royal Society of Chemistry (RSC)

Link

http://pubs.rsc.org/en/content/articlepdf/2024/CP/D4CP02307B

Reference85 articles.

1. Biodegradable Zn–Cu alloys show antibacterial activity against MRSA bone infection by inhibiting pathogen adhesion and biofilm formation

2. Potential biodegradable Zn-Cu binary alloys developed for cardiovascular implant applications

3. Alloying design of biodegradable zinc as promising bone implants for load-bearing applications

4. Mg and Its Alloys for Biomedical Applications: Exploring Corrosion and Its Interplay with Mechanical Failure