Universal self-driving laboratory for accelerated discovery of materials and molecules
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DOI: 10.1016/j.chempr.2021.09.004
Abstract: Self-driving laboratories are quickly growing in capability, making research in the exploration of advanced functional materials and molecules on the edge of a new era of productivity. As researchers near the widespread adoption of these… read more here.
Keywords: materials molecules; self driving; accelerated discovery; universal self ... See more keywords
Active Learning Accelerated Discovery of Stable Iridium Oxide Polymorphs for the Oxygen Evolution Reaction
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DOI: 10.1021/acs.chemmater.0c01894
Abstract: The discovery of high-performing and stable materials for sustainable energy applications is a pressing goal in catalysis and materials science. Understanding the relationship between a material’s ... read more here.
Keywords: active learning; iridium oxide; accelerated discovery; learning accelerated ... See more keywords
Accelerated discovery of new magnets in the Heusler alloy family
Sign Up to like & getrecommendations! Published in 2017 at "Science Advances"
DOI: 10.1126/sciadv.1602241
Abstract: Advanced computer simulations and database access enable the design of novel magnetic materials at an unprecedented speed. Magnetic materials underpin modern technologies, ranging from data storage to energy conversion to contactless sensing. However, the development… read more here.
Keywords: new magnets; magnetic materials; novel magnetic; design novel ... See more keywords