Functionally Graded Structure Design for Heat Conduction Problems using Machine Learning |
Moon, Yunho
(Graduate school of Mechanical Engineering, Yonsei University)
Kim, Cheolwoong (Graduate school of Mechanical Engineering, Yonsei University) Park, Soonok (Department of Engineering Automotive, Dong Seoul University) Yoo, Jeonghoon (Department of Mechanical Engineering, Yonsei University) |
1 | Bendsoe, M.P., Kikuchi, N. (1988) Generating Optimal Topologies in Structural Design using a Homogenization Method, Comput. Methods Appl. Mech. Eng., 71(2), pp.197~224. DOI |
2 | Bendsoe, M.P., Sigmund, O. (2003) Topology Optimization: Theory, Methods and Applications, Springer-Verlag, Berlin, p.370. |
3 | Iasiello, M., Bianco, N., Chiu, W.K., Naso, V. (2019) Thermal Conduction in Open-Cell Metal Foams: Anisotropy and Representative Volume Element, Int. J. Therm. Sci., 137, pp.399~409. DOI |
4 | Jung, C.-G., Kim, S.-U. (2016) Study on Material Properties of Composite Materials using Finite Element Method, Compos. Struct., 29(1), pp.61~65. |
5 | Lazarov, B.S., Sigmund, O. (2011) Filters in Topology Optimization based on Helmholtz-Type Differential Equations, Int. J. Numer. Methods Eng., 86(6), pp.765~781. DOI |
6 | Lee, J., Kim, D., Nomura, T., Dede, E.M., Yoo, J. (2018) Topology Optimization for Continuous and Discrete Orientation Design of Functionally Graded Fiber-Reinforced Composite Structures, Compos. Struct., 201, pp.217~233. DOI |
7 | Sun, C., Vaidya, R. (1996) Prediction of Composite Properties from a Representative Volume Element, Compo. Sci. Technol., 56(2), pp.171~179. DOI |
8 | Svanberg, K. (1987) The Method of Moving Asymptotes-A New Method for Structural Optimization, Int. J. Numer. Methods Eng., 24(2), pp.379~373. DOI |