scholarly journals An accurate and transferable machine learning potential for carbon

2020 ◽  
Vol 153 (3) ◽  
pp. 034702 ◽  
Author(s):  
Patrick Rowe ◽  
Volker L. Deringer ◽  
Piero Gasparotto ◽  
Gábor Csányi ◽  
Angelos Michaelides
Keyword(s):  
Machine Learning ◽  
Learning Potential

Exploring machine learning potential for climate change risk assessment

2021 ◽  
pp. 103752
Author(s):  
Federica Zennaro ◽  
Elisa Furlan ◽  
Christian Simeoni ◽  
Silvia Torresan ◽  
Sinem Aslan ◽  
...  
Keyword(s):  
Climate Change ◽  
Machine Learning ◽  
Risk Assessment ◽  
Learning Potential ◽  
Climate Change Risk

Accuracy of Machine Learning Potential for Predictions of Multiple-Target Physical Properties

2020 ◽  
Vol 37 (12) ◽  
pp. 126301
Author(s):  
Yulou Ouyang ◽  
Zhongwei Zhang ◽  
Cuiqian Yu ◽  
Jia He ◽  
Gang Yan ◽  
...  
Keyword(s):  
Machine Learning ◽  
Physical Properties ◽  
Multiple Target ◽  
Learning Potential

Actinide Molten Salts: A Machine-Learning Potential Molecular Dynamics Study

2021 ◽  
Author(s):  
Manh-Thuong Nguyen ◽  
Roger Rousseau ◽  
Patricia D. Paviet ◽  
Vassiliki-Alexandra Glezakou
Keyword(s):  
Machine Learning ◽  
Molecular Dynamics ◽  
Molten Salts ◽  
Learning Potential
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