Application of Machine Learning in Material Property Prediction

2020 ◽  
Vol 09 (02) ◽  
pp. 11-19
Author(s):  
磊 提
Keyword(s):  
Machine Learning ◽  
Material Property ◽  
Property Prediction ◽  
Material Property Prediction

scholarly journals Graph neural network for Hamiltonian-based material property prediction

2021 ◽  
Author(s):  
Hexin Bai ◽  
Peng Chu ◽  
Jeng-Yuan Tsai ◽  
Nathan Wilson ◽  
Xiaofeng Qian ◽  
...  
Keyword(s):  
Neural Network ◽  
Material Property ◽  
Property Prediction ◽  
Material Property Prediction

scholarly journals Orbital graph convolutional neural network for material property prediction

2020 ◽  
Vol 4 (9) ◽  
Author(s):  
Mohammadreza Karamad ◽  
Rishikesh Magar ◽  
Yuting Shi ◽  
Samira Siahrostami ◽  
Ian D. Gates ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Material Property ◽  
Property Prediction ◽  
Orbital Graph ◽  
Material Property Prediction

Novel machine learning workflow for rock property prediction in the geologically complex presalt Santos basin, Brazil

2021 ◽  
Author(s):  
Dan Clarke ◽  
Martijn Blaauw ◽  
Jaydip Guha ◽  
Altay Sansal ◽  
Muhlis Unaldi ◽  
...  
Keyword(s):  
Machine Learning ◽  
Property Prediction ◽  
Rock Property
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