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We train a machine learning (ML) model on previously reported observations, parameters from physiochemical theories, and make it synthesis method–dependent to guide high-throughput (HiTp) experiments to find a new system of metallic glasses in the Co-V-Zr ternary.

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The data-mining techniques are run both offline and online during sample characterization to provide live guidance to the experimentalist and improve data collection. Techniques of interest include (but are not limited to) sparse kernel machines, latent variable analysis, and Bayesian analysis.

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Mining is the extraction of valuable minerals or other geological materials from the earth, usually from an ore body, lode, vein, seam, reef or placer deposit.These deposits form a mineralized package that is of economic interest to the miner. Ores recovered by mining include metals, coal, oil shale, gemstones, limestone, chalk, dimension stone, rock salt, potash, gravel, and clay.

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Perspective: Materials informatics and big data ...

Our ability to collect "big data" has greatly surpassed our capability to analyze it, underscoring the emergence of the fourth paradigm of science, which is data-driven discovery. The need for data informatics is also emphasized by the Materials Genome Initiative (), further boosting the …

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Nottingham (/ ˈ n ɒ t ɪ ŋ ə m / NOT-ing-əm) is a city and unitary authority area in Nottinghamshire, England, 128 miles (206 km) north of London, 45 miles (72 km) northeast of Birmingham and 56 miles (90 km) southeast of Manchester, in the East Midlands.. Nottingham has links to the legend of Robin …

Workshop: Artificial Intelligence for Materials Science ...

4) Machine Learning Models with a Mix of Sparse and Dense Data for Predicting Metallic Glasses, Brenna Gibbons, Cooper Elsworth, Jason Hattrick-Simpers, Logan Ward, and Apurva Mehta 5) Fostering machine learning through coordination descriptors, site fingerprints, and structure similarity …

Black players in ice hockey - Wikipedia

The history of black players in North American ice hockey has roots dating back to the late 19th century. The first black ice hockey star was Herb Carnegie during the Great Depression. Willie O'Ree broke the NHL's black color barrier with the Boston Bruins.

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Peugeot has been racing successfully in the Stock Car Brasil series since 2007 and won the 2008, 2009, and 2011 championships. Peugeot won five times the Danish Touringcar Championship, with both the Peugeot 306 -winner in 1999, 2000 and 2001- and the Peugeot 307 winner in 2002 and 2003.

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ST. LOUIS, March 14, 2019 — Emerson (NYSE: EMR) today announced it is releasing an expansion to its Copeland Discus III compressor line, with new 4DA/4DE and 6DU/6DV/6DZ models. These will help meet customer requests in a multitude of spaces, including food retail and foodservice as well as …

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