eddy currents 1finite element method 1hysteresis modeling 1laminated cores 1recurrent neural network 1surrogate modeling 1
From the 1 of 3 linked papers with an AI index.
3 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…
cs.CV2026
Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes
Joseph Hoche, Andrei Bursuc, David Brellmann +4
Large Vision-Language Models (LVLMs) often produce plausible but unreliable outputs, making robust uncertainty estimation essential. Recent work on semantic uncertainty estimates r…
physics.flu-dyn2025
Turbulent Injection assisted by Diffusion Models for Scale Resolving Simulations
Margaux Boxho, Joachim Dominique, Tariq Benarama +5
The present research proposes a new memory-efficient method using diffusion models to inject turbulent inflow conditions into Large Eddy Simulation (LES) and Direct Numerical Simul…