Data-driven simulation for general-purpose multibody dynamics using Deep Neural Networks
Choi, Hee-Sun, An, Junmo, Han, Seongji, Kim, Jin-Gyun, Jung, Jae-Yoon, Choi, Juhwan, Orzechowski, Grzegorz, Mikkola, Aki, Choi, Jin Hwan
Published in Multibody system dynamics (01.04.2021)
Published in Multibody system dynamics (01.04.2021)
Get full text
Journal Article
Iterative Coordinate Reduction Algorithm of Flexible Multibody Dynamics Using a Posteriori Eigenvalue Error Estimation
Han, Seongji, Kim, Jin-Gyun, Choi, Juhwan, Choi, Jin Hwan
Published in Applied sciences (01.10.2020)
Published in Applied sciences (01.10.2020)
Get full text
Journal Article
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics
Lee, Hyeonbeen, Han, Seongji, Choi, Hee-Sun, Kim, Jin-Gyun
Published in Journal of computational physics (01.01.2024)
Published in Journal of computational physics (01.01.2024)
Get full text
Journal Article
Data-driven friction force prediction model for hydraulic actuators using deep neural networks
Han, Seongji, Orzechowski, Grzegorz, Kim, Jin-Gyun, Mikkola, Aki
Published in Mechanism and machine theory (01.02.2024)
Published in Mechanism and machine theory (01.02.2024)
Get full text
Journal Article
Iterative Coordinate Reduction Algorithm of Flexible Multibody Dynamics Using a Posteriori Eigenvalue Error Estimation
Han, Seongji, Kim, Jin-Gyun, Choi, Juhwan, Choi, Jin Hwan
Published in Applied sciences (15.10.2020)
Published in Applied sciences (15.10.2020)
Get full text
Journal Article