Electronic and thermal transport in novel carbon-based bilayer with tetragonal rings: a combined study from first-principles and machine learning approach

2021 ◽  
Author(s):  
Supriya Ghosal ◽  
Suman Chowdhury ◽  
Debnarayan Jana
Keyword(s):  
Machine Learning ◽  
First Principles ◽  
Thermal Transport ◽  
Interatomic Potential ◽  
Learning Approach ◽  
First Principles Calculations ◽  
Potential Approach ◽  
Machine Learning Approach ◽  
Tg Structure ◽  
Carbon Based

In this article, the structural, electronic and thermal transport characteristics of bilayer tetragonal graphene (TG) structure are systematically explored combining both first-principles calculations and machine-learning interatomic potential approach. Optimized ground...

Modelling the viscosity of carbon-based nanomaterials dispersed in diesel oil: a machine learning approach

2021 ◽  
Author(s):  
Ismail Adewale Olumegbon ◽  
Ibrahim Olanrewaju Alade ◽  
Mirza Sahaluddin ◽  
Mojeed Opeyemi Oyedeji ◽  
Aliyu Umar Sa’ad
Keyword(s):  
Machine Learning ◽  
Diesel Oil ◽  
Learning Approach ◽  
Machine Learning Approach ◽  
Carbon Based Nanomaterials ◽  
Carbon Based

1552-P: Machine Learning Approach to Decision-Making for Initial Insulin Use in Japanese Patients with Type 2 Diabetes

Diabetes ◽  
2020 ◽  
Vol 69 (Supplement 1) ◽  
pp. 1552-P
Author(s):  
KAZUYA FUJIHARA ◽  
MAYUKO H. YAMADA ◽  
YASUHIRO MATSUBAYASHI ◽  
MASAHIKO YAMAMOTO ◽  
TOSHIHIRO IIZUKA ◽  
...  
Keyword(s):  
Machine Learning ◽  
Type 2 Diabetes ◽  
Decision Making ◽  
Japanese Patients ◽  
Learning Approach ◽  
Machine Learning Approach ◽  
Insulin Use
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