303 citations · 630 across the 13 of their papers we have counts for
3 papers · 1 filter
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method
Shahed Rezaei, Ali Harandi, Ahmad Moeineddin +2
Physics-informed neural networks (PINNs) are capable of finding the solution for a given boundary value problem. We employ several ideas from the finite element method (FEM) to enh…
A multiphysics modeling approach for in-stent restenosis: Theoretical aspects and finite element implementation
Kiran Manjunatha, Marek Behr, Felix Vogt +1
Development of in silico models are intrinsic in understanding disease progression in soft biological tissues. Within this work, we propose a fully-coupled Lagrangian finite elemen…
Modeling moving boundary value problems in electrochemical machining
Tim van der Velden, Stephan Ritzert, Stefanie Reese +1
This work presents a new approach to efficiently model the cathode in the moving boundary value problem of electrochemical machining. Until recently, the process simulation with fi…