Innovations in Neural Discrete Element Modeling

This chapter explores the integration of deep learning with neural discrete element modeling (DEM) to enhance simulation processes, particularly in fluidized beds. It contrasts traditional numerical approaches with the transformative potential of real-time simulations and digital twins, while addressing various challenges in existing technologies. The discussion further highlights the broader implications and future applications of NeuralDM across multiple industries, emphasizing collaboration and the importance of scalable solutions.