Computational Structural Engineering (전산구조공학)

Computational Structural Engineering Institute of Korea (한국전산구조공학회)
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Engineering Application of Automatic Differentiation

자동 미분의 공학문제 적용

  • 구본용 (군산대학교 기계융합시스템공학부)
  • Published : 2022.12.15
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Abstract

Keywords

References

  1. R.E. Wengert (1964) A simple automatic derivative evaluation program. Comm. ACM. 7 (8), 463~464. https://doi.org/10.1145/355586.364791
  2. Seppo Linnainmaa (1976) Taylor Expansion of the Accumulated Rounding Error. BIT Numerical Mathematics. 16 (2), 146~160. https://doi.org/10.1007/BF01931367
  3. 이재훈, 김수환, 안중기, 권장혁 (2004) 자동미분의 공력 최적 설계 적용, 한국전산유체공학회, 춘계학술대회 논문집
  4. Automatic differentiation from Wikipedia
  5. J. -F. M. Barthelemy and L. E. Hall (1995) Automatic differentiation as a tool in engineering design. Structural optimization. 9, 76~82.
  6. C. Bischof, G. Corliss, L. Green,A. Griewank, K. Haigler, P. Newman (1992) Automatic differentiation of advanced CFD codes for multidisciplinary design. Computing Systems in Engineering. 3 (6), 625~637. https://doi.org/10.1016/0956-0521(92)90014-A
  7. Norgaard, S. A., Sigmund, O., & Lazarov, B. S. (2016) Topology optimization of unsteady flow problems using the lattice Boltzmann method. Journal of Computational Physics, 307, 291~307. https://doi.org/10.1016/j.jcp.2015.12.023
  8. A. Chandrasekhar and K. Suresh (2021) TOuNN: Topology Optimization using Neural Networks. Structural and Multidisciplinary Optimization 63, 1135~1149. https://doi.org/10.1007/s00158-020-02748-4
  9. https://github.com/microsoft/ADBench