Idemitsu Masuda

Generation of Vehicle Crash Deformation Fields from Limited Simulation Data Using Machine Learning Approach

Hirofumi Sugiyama, Kyohei Noguchi, Kei Nagasaka, Idemitsu Masuda, Yuta Yokoyama, Shigenobu Okazawa

Full-vehicle crash simulations that account for occupant injury are essential for automobile safety assessment; however, they are computationally intensive and time-consuming. In particular, dash panel deformation plays a key role in transmitting impact loads to an occupant’s low…Read more