additive manufacturing

Advancements and Opportunities of Machine Learning in Additive Manufacturing

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Advancements and Opportunities of Machine Learning in Additive Manufacturing

Overview This article reviews the applications and opportunities of machine learning in additive manufacturing (3D printing) materials and processes. It first introduces the background of machine learning technology in additive manufacturing, then analyzes in detail the applications of machine learning in areas such as quality control, process optimization, design optimization, microstructure analysis, and material formulation, … 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