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Determining Multi‐Component Phase Diagrams with Desired Characteristics Using Active Learning

Herein, we demonstrate how to predict and experimentally validate phase diagrams for multi‐component systems from a high‐dimensional virtual space of all possible phase diagrams involving several elements based on small existing experimental data. The experimental data for bulk phases for known syst...

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Detalhes bibliográficos
Publicado no:Adv Sci (Weinh)
Main Authors: Tian, Yuan, Yuan, Ruihao, Xue, Dezhen, Zhou, Yumei, Wang, Yunfan, Ding, Xiangdong, Sun, Jun, Lookman, Turab
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7788591/
https://ncbi.nlm.nih.gov/pubmed/33437586
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/advs.202003165
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