Enforcing physical conservation in neural network surrogate models for complex chemical kinetics
Publication
, Journal Article
Wang, T; Yi, Y; Yao, J; Xu, Z-QJ; Zhang, T; Chen, Z
Published in: Combustion and Flame
May 2025
Duke Scholars
Published In
Combustion and Flame
DOI
ISSN
0010-2180
Publication Date
May 2025
Volume
275
Start / End Page
114105 / 114105
Publisher
Elsevier BV
Related Subject Headings
- Energy
- 4012 Fluid mechanics and thermal engineering
- 4004 Chemical engineering
- 4002 Automotive engineering
- 0913 Mechanical Engineering
- 0904 Chemical Engineering
- 0902 Automotive Engineering
Citation
APA
Chicago
ICMJE
MLA
NLM
Wang, T., Yi, Y., Yao, J., Xu, Z.-Q., Zhang, T., & Chen, Z. (2025). Enforcing physical conservation in neural network surrogate models for complex chemical kinetics. Combustion and Flame, 275, 114105–114105. https://doi.org/10.1016/j.combustflame.2025.114105
Wang, Tinghao, Yuxiao Yi, Junjie Yao, Zhi-Qin John Xu, Tianhan Zhang, and Zheng Chen. “Enforcing physical conservation in neural network surrogate models for complex chemical kinetics.” Combustion and Flame 275 (May 2025): 114105–114105. https://doi.org/10.1016/j.combustflame.2025.114105.
Wang T, Yi Y, Yao J, Xu Z-QJ, Zhang T, Chen Z. Enforcing physical conservation in neural network surrogate models for complex chemical kinetics. Combustion and Flame. 2025 May;275:114105–114105.
Wang, Tinghao, et al. “Enforcing physical conservation in neural network surrogate models for complex chemical kinetics.” Combustion and Flame, vol. 275, Elsevier BV, May 2025, pp. 114105–114105. Crossref, doi:10.1016/j.combustflame.2025.114105.
Wang T, Yi Y, Yao J, Xu Z-QJ, Zhang T, Chen Z. Enforcing physical conservation in neural network surrogate models for complex chemical kinetics. Combustion and Flame. Elsevier BV; 2025 May;275:114105–114105.
Published In
Combustion and Flame
DOI
ISSN
0010-2180
Publication Date
May 2025
Volume
275
Start / End Page
114105 / 114105
Publisher
Elsevier BV
Related Subject Headings
- Energy
- 4012 Fluid mechanics and thermal engineering
- 4004 Chemical engineering
- 4002 Automotive engineering
- 0913 Mechanical Engineering
- 0904 Chemical Engineering
- 0902 Automotive Engineering