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Machine learning for alloys
Alloy modelling has a history of machine-learning-like approaches, preceding the tide of
data-science-inspired work. The dawn of computational databases has made the integration …
data-science-inspired work. The dawn of computational databases has made the integration …
Advances in data‐assisted high‐throughput computations for material design
D Xu, Q Zhang, X Huo, Y Wang… - Materials Genome …, 2023 - Wiley Online Library
Extensive trial and error in the variable space is the main cause of low efficiency and high
cost in material development. The experimental tasks can be reduced significantly in the …
cost in material development. The experimental tasks can be reduced significantly in the …
Roadmap on machine learning in electronic structure
In recent years, we have been witnessing a paradigm shift in computational materials
science. In fact, traditional methods, mostly developed in the second half of the XXth century …
science. In fact, traditional methods, mostly developed in the second half of the XXth century …
[HTML][HTML] Mg-based bulk metallic glasses: A review of recent developments
Metallic biomaterials have been widely used in the field of medical implants for replacement
purposes and/or for regeneration of tissue. Metals such as stainless steel (316 L), cobalt …
purposes and/or for regeneration of tissue. Metals such as stainless steel (316 L), cobalt …
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
The Open Databases Integration for Materials Design (OPTIMADE) application
programming interface (API) empowers users with holistic access to a growing federation of …
programming interface (API) empowers users with holistic access to a growing federation of …
Superior corrosion-resistant Zr-Ti-Ag thin film metallic glasses as potential biomaterials
E Zhang, Y Wang, D Liang, X Wei, Y Zhou… - Applied Surface …, 2024 - Elsevier
Low-cost and non-cytotoxic ternary Zr-Ti-Ag thin film metallic glasses (TFMGs) were
synthesized by DC magnetron sputtering. Results revealed that Ag addition enhanced the …
synthesized by DC magnetron sputtering. Results revealed that Ag addition enhanced the …
[HTML][HTML] Metastable materials discovery in the age of large-scale computation
Computational materials discovery has been successful in predicting novel, technologically
relevant materials. However, it has remained focused almost exclusively on finding ground …
relevant materials. However, it has remained focused almost exclusively on finding ground …
Mechanical properties and corrosion resistance of powder metallurgical Mg-Zn-Ca/Fe bulk metal glass composites for biomedical application
K Li, L Liang, P Du, Z Cai, T **ang, H Kanetaka… - Journal of Materials …, 2022 - Elsevier
Magnesium (Mg) alloys can be regarded as the most promising biodegradable implant
materials for orthopedic and stent applications due to their good biocompatibility and low …
materials for orthopedic and stent applications due to their good biocompatibility and low …
[HTML][HTML] A review of the development of titanium-based and magnesium-based metallic glasses in the field of biomedical materials
Z Cai, P Du, K Li, L Chen, G **e - Materials, 2024 - mdpi.com
This article reviews the research and development focus of metallic glasses in the field of
biomedical applications. Metallic glasses exhibit a short-range ordered and long-range …
biomedical applications. Metallic glasses exhibit a short-range ordered and long-range …
[HTML][HTML] Biodegradable Mg–Zn–Ca-Based Metallic Glasses
C **, Z Liu, W Yu, C Qin, H Yu, Z Wang - Materials, 2022 - mdpi.com
Biodegradable Mg–Zn–Ca-based metallic glasses (MGs) present improved strength and
superior corrosion resistance, compared to crystalline Mg. In particular, in vivo and in vitro …
superior corrosion resistance, compared to crystalline Mg. In particular, in vivo and in vitro …