Ontology highlight
ABSTRACT:
SUBMITTER: Rickman JM
PROVIDER: S-EPMC6565683 | biostudies-literature | 2019 Jun
REPOSITORIES: biostudies-literature
Rickman J M JM Chan H M HM Harmer M P MP Smeltzer J A JA Marvel C J CJ Roy A A Balasubramanian G G
Nature communications 20190613 1
The field of multi-principal element or (single-phase) high-entropy (HE) alloys has recently seen exponential growth as these systems represent a paradigm shift in alloy development, in some cases exhibiting unexpected structures and superior mechanical properties. However, the identification of promising HE alloys presents a daunting challenge given the associated vastness of the chemistry/composition space. We describe here a supervised learning strategy for the efficient screening of HE alloy ...[more]