Abstract: Deep Learning (DL) models can make short- and long-term predictions in just a few seconds, beyond the capabilities of traditional physical models. However, the capabilities of different DL ...
The dynamic interaction between agricultural implements and soil has long posed challenges for both tool designers and agronomists. Discrete Element Method (DEM) provides a particle-based numerical ...
Abstract: Graph neural networks (GNNs) have demonstrated success as surrogate models for fluid simulations with smoothly varying dynamics, but their efficacy for discrete element method (DEM) ...