Fig. 4: Effect of network depth on predicted stress distribution. | npj Computational Materials

Fig. 4: Effect of network depth on predicted stress distribution.

From: Teaching solid mechanics to artificial intelligence—a fast solver for heterogeneous materials

Fig. 4

Von Mises stress distribution around circular (a) and square (b) inclusions calculated by DAMASK as well as two network architectures with depths of Ns = 4 and Ns = 8. The stress profiles are plotted along the dashed lines with red, blue and green corresponding to DAMASK, network with Ns = 4 and Ns = 8 based results, respectively.

Back to article page