eddy currents 1finite element method 1hysteresis modeling 1laminated cores 1recurrent neural network 1surrogate modeling 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CE2026
Accounting for Hysteresis and Eddy Currents in Finite Element Simulations of Ferromagnetic Laminated Cores using a Recurrent Neural Network
Florent Purnode, Louis Denis, François Henrotte +2
The paper presents a recurrent neural network surrogate that models hysteresis and eddy currents in laminated‑core finite element simulations, achieving near‑reference accuracy wit…
physics.acc-ph2024
Helicoidal Transformation Method for Finite Element Models of Twisted Superconductors
Julien Dular, François Henrotte, André Nicolet +3
This paper deals with the modelling of superconducting and resistive wires with a helicoidal symmetry, subjected to an external field and a transport current. Helicoidal structures…