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cs.CE2021
Physics-informed neural networks for solving thermo-mechanics problems of functionally graded material
Mayank Raj, Pramod Kumbhar, Ratna Kumar Annabattula
Differential equations are indispensable to engineering and hence to innovation. In recent years, physics-informed neural networks (PINN) have emerged as a novel method for solving…
cond-mat.soft2021★ 1 cited
Voxelization based packing analysis for discrete element simulations of non-spherical particles
Venkata Rama Manoj Pola, Raghuram Karthik Desu, Ratna Kumar Annabattula
A voxelization based post-processing algorithm is proposed to analyze the packing of non-spherical particle assemblies simulated using the Discrete Element Method. Voxelization of…