3 papers
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…
Explainable Neuro-Fuzzy Prediction for Trustworthy Decision-Making in Maritime
Dionisis Kalogeropoulos, Georgia Sovatzidi, Dimitris K. Iakovidis
Predicting when maritime systems require maintenance can be critical, avoiding hazards and costly consequences. To address this problem, this paper proposes an explainable decision…
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…