scholarly journals Predicting the capacitance of carbon-based electric double layer capacitors by machine learning

2019 ◽  
Vol 1 (6) ◽  
pp. 2162-2166 ◽  
Author(s):  
Haiping Su ◽  
Sen Lin ◽  
Shengwei Deng ◽  
Cheng Lian ◽  
Yazhuo Shang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Double Layer ◽  
Electric Double Layer ◽  
Double Layer Capacitors ◽  
Carbon Based ◽  
Electric Double Layer Capacitors

Machine learning (ML) methods were applied to predict the capacitance of carbon-based supercapacitors.

scholarly journals Insights from machine learning of carbon electrodes for electric double layer capacitors

Carbon ◽  
2020 ◽  
Vol 157 ◽  
pp. 147-152 ◽  
Author(s):  
Musen Zhou ◽  
Alejandro Gallegos ◽  
Kun Liu ◽  
Sheng Dai ◽  
Jianzhong Wu
Keyword(s):  
Machine Learning ◽  
Double Layer ◽  
Electric Double Layer ◽  
Carbon Electrodes ◽  
Double Layer Capacitors ◽  
Electric Double Layer Capacitors
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