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Additive manufacturing as a tool for high-throughput experimentation

Wei Xiong

2022Journal of Materials Informatics12 citationsDOIOpen Access PDF

Abstract

Additive manufacturing (AM) is a disruptive technology with a unique capability in fabricating parts with complex geometry and fixing broken supply chains. However, many AM techniques are complicated with their processing features due to complex heating and cooling cycles with the melting of feedstock materials. Therefore, it is quite challenging to directly apply the materials design and processing optimization method used for conventional manufacturing to AM techniques. In this viewpoint paper, we discuss some of the ongoing efforts of high-throughput (HT) experimentation, which can be used for materials development and processing design. Particularly, we focus on the beam- and powder-based AM techniques since these methods have demonstrated success in HT experimentation. In addition, we propose new opportunities to apply AM techniques as the materials informatic tools contributing to materials genome.

Topics & Concepts

ThroughputMaterials processingComputer scienceRaw materialFocus (optics)3D printingProcess engineeringManufacturing engineeringSystems engineeringNanotechnologyMechanical engineeringMaterials scienceEngineeringPhysicsTelecommunicationsOpticsChemistryOrganic chemistryWirelessAdditive Manufacturing and 3D Printing TechnologiesAdditive Manufacturing Materials and ProcessesMachine Learning in Materials Science