DNN-Based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel

Benjamin Dupuis, Arthur Jacot

We study the Solid Isotropic Material Penalisation (SIMP) method with a density field generated by a fully-connected neural network, taking the coordinates as inputs. In the large…