Machine Learning of Crystal Formation Energies with Novel Structural Descriptors

To assist technology advancements, it is important to continue the search for new materials. The stability of a crystal structures is closely connected to its formation energy. By calculating the formation energies of theoretical crystal structures it is possible to find new stable materials. Howeve...

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Bibliographic Details
Main Author: Bratu, Claudia
Format: Others
Language:English
Published: Linköpings universitet, Teoretisk Fysik 2017
Subjects:
KRR
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-143203