Development of CAE Method Using Physical Simulation by Artificial Intelligence

#Metal #Polymer #Microstructure #Mechanical Property #Machine Learning #Simulation

Keywords

Machine Learning, Microstructure

References

Hiraide, K., Hirayama, K., Endo, K., Muramatsu, M., “Application of deep learning to inverse design of phase separation structure in polymer alloy”, Computational Materials Science, Vol. 190, pp. 110278, 1-9, (2021).

Kojima, Y., Hirayama, K., Endo, K., Hiraide, K., Muramatsu, M., “Inverse Estimation Method for Internal Defects Based on Surface Stress of Carbon-Fiber-Reinforced Plastics Using Machine Learning”, Advanced Composite Materials, (Accepted).

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