This collection presents papers from the 150th Annual Meeting & Exhibition of The Minerals, Metals & Materials Society.

This collection presents papers from the 150th Annual Meeting & Exhibition of The Minerals, Metals & Materials Society.

This collection presents papers from the 151st Annual Meeting & Exhibition of The Minerals, Metals & Materials Society.

Fatigue failure of structures used in transportation, industry, medical equipment, and electronic components needs to build a link between cutting-edge experimental characterization and probabilistically grounded numerical and artificially intelligent tools. The physics involved in this process chain is computationally prohibitive to comprehend using traditional computation methods. Using machine learning and Bayesian statistics, a defect-correlated estimate of fatigue strength was developed. Fatigue, which is a random variable, is studied in a Bayesian-based machine learning algorithm. The stress-life model was used based on the compatibility condition of life and load distributions. The defect-correlated assessment of fatigue strength was established using the proposed machine learning and Bayesian statistics algorithms. It enabled the mapping of structural and process-induced fatigue characteristics into a geometry-independent load density chart across a wide range of fatigue regimes.

The 7th installment of the REWAS conference series held at the TMS Annual Meeting& Exhibition focuses on developing tomorrow’s technical cycles. The papers in thiscollection explore the latest technical and societal developments enabling sustainabilitywithin our global economy with an emphasis on recycling and waste management. The2022 collection includes contributions from the following symposia: • Coupling Metallurgy and Sustainability: An EPD Symposium in Honor of Diran Apelian• Recovering the Unrecoverable• Sustainable Production and Development Perspectives• Automation and Digitalization for Advanced Manufacturing• Decarbonizing the Materials Industry

This collection brings together engineers, scientists, scholars, and entrepreneurs to present their novel and innovative contributions in the domain specific to metal-matrix composites and on aspects specific to processing, characterization, mechanical behavior, measurements, failure behavior, and kinetics governing microstructural influences on failure by fracture. Topics include but are not limited to: • Metals and metal-matrix composites • Nano-metal based composites • Intermetallic-based composites Contributions in the above topics connect to applications in industry-relevant areas: automotive; nuclear and clean energy; aerospace; failure analysis; biomedical and healthcare; and heavy equipment, machinery, and goods.