Techniques to further research, such as the description and use of ML schemesįor potential energy surfaces, the characterization of topological phases of In this review, we aim toĮxplore the main areas within CMP, which have successfully applied ML The advancements in modern Machine Learning (ML) technology, a keen interest inĪpplying these algorithms to further CMP research has created a compelling newĪrea of research at the intersection of both fields. Materials Science, Statistical Physics, and High-Performance Computing. Overlaps with many other important branches of science, such as Chemistry, These interactions result in both mesoscopic and macroscopic properties. Interactions of matter at the quantum and atomistic levels, and describes how Bedolla-Montiel, Luis Carlos Padierna, Ramón Castañeda-Priego Download PDF Abstract: Condensed Matter Physics (CMP) seeks to understand the microscopic
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