materials science

Glossary of Materials Science Terms (Part 1)

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Chapter 1 Introduction metal: Metal ceramic: Ceramic polymer: Polymer Composites: Composites Semiconductors: Semiconductors Biomaterials: Biomaterials Processing: Processing Structure: Structure Properties: Properties Performance: Performance Mechanical properties: Mechanical Properties Electrical properties: Electrical Properties Thermal behavior: Thermal Behavior Magnetic properties: Magnetic Properties Optical properties: Optical Properties Deteriorative characteristics: Deteriorative Characteristics Chapter 2 Atomic Structure and Atomic Bonds Atomic … Read more

MEGNet: A Universal Graph Neural Network for Accurate Prediction of Molecular and Crystal Properties

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MEGNet: A Universal Graph Neural Network for Accurate Prediction of Molecular and Crystal Properties

A public academic platform initiated by overseas scholars Sharing information, integrating resources Exchanging academic ideas, occasionally discussing life In recent years, machine learning algorithms have made significant advancements in many fields, including natural language processing and image recognition. Thanks to the continuous improvement and development of material databases such as Materials Project1, QM92,3, machine learning … Read more

Structure And Properties Of KNN-Based Lead-Free Piezoceramics

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Structure And Properties Of KNN-Based Lead-Free Piezoceramics

Huan Yu:2016 Tsinghua University Excellent Doctoral Dissertation Second Prize Winner Structure and properties of KNN-based lead-free piezoceramics near polymorphic phase transition boundary Author:Huan Yu Supervisor:Xiaohui Wang Professor Department:Materials Science and Engineering Discipline:Materials Science and Engineering PhD Experience:Being a PhD is1%inspiration and99%sweat. Research Background/Significance/Value Piezoceramics are widely used in actuators, sensors, and transducers. To protect the … Read more

Significant Progress in Creep Behavior of Additively Manufactured High-Temperature Alloys

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Significant Progress in Creep Behavior of Additively Manufactured High-Temperature Alloys

3D Science Valley Insights The Materials Genome Initiative generates vast amounts of materials data through high-throughput computation and experiments, providing rich training material for artificial intelligence. For instance, high-throughput computation can predict the structure and properties of materials, while high-throughput experiments can validate these predictions and generate actual performance data. Machine learning can uncover implicit … Read more