2 papers
cs.CE2026
A manifold-aware Neural ODE surrogate model for stochastic induction heating with anisotropic electrical conductivity
Wouter J. Schuttert, Mohammed Iqbal Abdul Rasheed, Bojana RosiÄ
Induction welding plays a central role in enabling lightweight, integrated structures made from fibre-reinforced thermoplastic composites. From a modelling perspective, the inducti…
cs.CE2025
Constitutive Manifold Neural Networks
Wouter J. Schuttert, Mohammed Iqbal Abdul Rasheed, Bojana RosiÄ
Anisotropic material properties, such as the thermal conductivities of engineering composites, exhibit variability due to inherent material heterogeneity and manufacturing-related…