Data-driven simulation for general purpose multibody dynamics using deep neural networks

2 September 2019

Papers citing "Data-driven simulation for general purpose multibody dynamics using deep neural networks"

5 / 5 papers shown

Title
Real-Time Structural Deflection Estimation in Hydraulically Actuated Systems Using 3D Flexible Multibody Simulation and DNNs Qasim Khadim Peter Manzl Emil Kurvinen A. Mikkola Grzegorz Orzechowski Johannes Gerstmayr AI4CE 94 0 0 10 Mar 2025
Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems Vinay Sharma Olga Fink AI4CE 89 2 0 13 Jan 2025
SLIDE: A machine-learning based method for forced dynamic response estimation of multibody systems Peter Manzl Alexander Humer Qasim Khadim Johannes Gerstmayr 101 1 0 26 Sep 2024
Path Following and Stabilisation of a Bicycle Model using a Reinforcement Learning Approach Sebastian Weyrer Peter Manzl A. L. Schwab Johannes Gerstmayr 28 0 0 24 Jul 2024
Solving Coupled Differential Equation Groups Using PINO-CDE Wenhao Ding Qing He Hanghang Tong Qingjing Wang Ping Wang OOD AI4CE 52 4 0 01 Oct 2022