January_2021_AMP_Digital

56 14 SUSTAINABILITY This new department highlights developments in materials sustainability including biodegradable shoes and recyclable turbine blades. MACHINE LEARNING FOR MICROSTRUCTURE CLASSIFICATION: HOW TO ASSIGN THE GROUND TRUTH IN THE MOST OBJECTIVE WAY Martin Müller, Dominik Britz, and Frank Mücklich The application of machine learning to the classification and segmentation of complex microstructures requires special attention when assigning the ground truth. Despite all progress in artificial intelligence, materials science knowledge is still indispensable in this process. 16 A D V A N C E D M A T E R I A L S & P R O C E S S E S | J A N U A R Y 2 0 2 1 2 Machine learning tools offer improvements in microstructure segmentation and classification. Courtesy of Saarland University. On the Cover: 43 ASM NEWS The latest news about ASM members, chapters, events, awards, conferences, affiliates, and other Society activities. 3D PRINTSHOP Discover how researchers are 3D-printing shatter-free phone screens and room-temperature milk products.

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