2 papers
cs.LG2026
DeepFEAv2: Deep Learning for Transient Finite Element Analysis Beyond Structured Meshes
Georgios Triantafyllou, Panagiotis G. Kalozoumis, Dimitris K. Iakovidis
Finite Element Analysis (FEA) is widely used for transient mechanical simulations, but its high computational cost limits real-time and high-resolution applications. Deep learning…
cs.CV2026
Confidence-Aware Teacher-Student Distillation for 3D Medical Segmentation
Georgios Triantafyllou, Dimitris K. Iakovidis
Medical image segmentation models typically rely on large amounts of densely annotated volumetric data, limiting their scalability across tasks and imaging modalities. This work ad…