Atsuya Oishi. Computational mechanics enhanced by machine learning. Journal of The Japan Society for Computational Engineering and Science. 2019. Vol.24. No.4. 11-14
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A new adaptive finite element method using deep learning
(Proceedings of the 32nd computational mechanics conference 2019)
Search for optimal quadrature parameters by evolutionary computation algorithms
(Proceedings of the Conference on Computational Engineering and Science 2019)
A high-precision finite element analysis using deep learning
(Proceedings of the 31st Computational Mechanics Conference 2018)
A classification-based fast quadrature method for element stiffness matrices
(Proceedings of the Conference on Computational Engineering and Science 2018)
On the efficient generation of training data for DL-based optimized quadrature of element matrices
(Proceedings of the 30th Computational Mechanics Conference 2017)
