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Volumn 23, Issue 9, 1999, Pages 1127-1133

A single-step time-integrator of a methane-air chemical system using artificial neural networks

Author keywords

Artificial neural networks; Chemical kinetics; Combustion; Data fitting; Methane air systems; Reduced chemical system

Indexed keywords

COMBUSTION; COMPUTER SIMULATION; METHANE; NEURAL NETWORKS;

EID: 0033544449     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0098-1354(99)00278-1     Document Type: Article
Times cited : (75)

References (12)
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    • Blasco, J.A.1    Fueyo, N.2    Dopazo, C.3    Ballester, J.4
  • 2
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    • PhD thesis, Department of Mechanical Engineering, UC Berkeley.
    • Chang, W.-C. (1996). Modeling of NOx formation in turbulent flames. Development of reduced mechanisms and mixing models. PhD thesis, Department of Mechanical Engineering, UC Berkeley.
    • (1996) Development of Reduced Mechanisms and Mixing Models
    • Chang, W.-C.1
  • 7
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    • LSODE Livermore solver for ordinary differential equations
    • L-300 Lawrence Livermore Laboratory
    • Hindmarsh, A. C. (1980). LSODE Livermore solver for ordinary differential equations. Mathematics and Statistics Section, L-300 Lawrence Livermore Laboratory.
    • (1980) Mathematics and Statistics Section
    • Hindmarsh, A.C.1
  • 8
    • 0026833045 scopus 로고
    • Simplifying chemical kinetics: intrinsic low-dimensional manifolds in composition space
    • Maas, U. & Pope, S. (1992). Simplifying chemical kinetics: intrinsic low-dimensional manifolds in composition space. Combustion and Flame 88, 239-264.
    • (1992) Combustion and Flame , vol.88 , pp. 239-264
    • Maas, U.1    Pope, S.2
  • 9
    • 0027205884 scopus 로고
    • A scaled conjugated gradient algorithm for fast supervised learning
    • Moller, M. (1993). A scaled conjugated gradient algorithm for fast supervised learning. Neural Networks 6 (4), 525-533.
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    • Moller, M.1
  • 10
    • 0023328183 scopus 로고
    • The computation of stretched laminar methane air-difussion flames using a reduced four-step mechanism
    • Peters, N., Kee, R. J. (1987). The computation of stretched laminar methane air-difussion flames using a reduced four-step mechanism. Combustion and Flame 68, 17-29.
    • (1987) Combustion and Flame , vol.68 , pp. 17-29
    • Peters, N.1    Kee, R.J.2
  • 11
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    • Computationally efficient implementation of combustion using in situ adaptive tabulation
    • Pope, S.B. (1997). Computationally efficient implementation of combustion using in situ adaptive tabulation. Combustion Theory Modelling 1, 41-63.
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    • Pope, S.B.1
  • 12
    • 0001812977 scopus 로고
    • Parameterization of reaction mechanisms using orthonormal polynomials
    • Turanyi, T. (1994). Parameterization of reaction mechanisms using orthonormal polynomials. Computers in Chemistry 18 (1), 45-54.
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    • Turanyi, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.