3 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.LG2026
Explainable Predictive Condition-based Maintenance of Naval-Propulsion Systems using Fuzzy Logic
Dionisis Kalogeropoulos, Georgia Sovatzidi, Panagiotis G. Kalozoumis +1
The shipping industry has a significant impact on the global economy, emphasizing the need for operational availability and safety through the use of effective maintenance techniqu…
cs.RO2026
Eversion-based robots can enable safe access,steering and endoscopic imaging within the spinal subarachnoid space
Zicong Wu, Panagiotis Kalozoumis, S. M. Hadi Sadati +8
Safe navigation within the spinal subarachnoid space is constrained by its narrow, compliant, and delicate anatomy. Conventional catheters and continuum robots rely on proximal pus…