JOURNAL ARTICLE

CRK-PINN: A physics-informed neural network for solving combustion reaction kinetics ordinary differential equations

Shihong ZhangChi ZhangBosen Wang

Year: 2024 Journal:   Combustion and Flame Vol: 269 Pages: 113647-113647   Publisher: Elsevier BV
Keywords:
Combustion Ordinary differential equation Kinetics Artificial neural network Chemical kinetics Applied mathematics Chemistry Differential equation Physics Computer science Mathematics Physical chemistry Mathematical analysis Classical mechanics Artificial intelligence

Metrics

26
Cited By
14.10
FWCI (Field Weighted Citation Impact)
51
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Model Reduction and Neural Networks
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Nuclear Engineering Thermal-Hydraulics
Physical Sciences →  Engineering →  Aerospace Engineering
Nuclear reactor physics and engineering
Physical Sciences →  Engineering →  Aerospace Engineering
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