Spyros Rigas

According to our database, Spyros Rigas authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Dynamic Framework for Grid Adaptation in Kolmogorov-Arnold Networks.

Spyros Rigas, Thanasis Papaioannou, Panagiotis Trakadas, Georgios Alexandridis

CoRR, January, 2026

2025

Towards Deep Physics-Informed Kolmogorov-Arnold Networks.

Spyros Rigas, Fotios Anagnostopoulos, Michalis Papachristou, Georgios Alexandridis

CoRR, October, 2025

Initialization Schemes for Kolmogorov-Arnold Networks: An Empirical Study.

Spyros Rigas, Dhruv Verma, Georgios Alexandridis, Yixuan Wang

CoRR, September, 2025

jaxKAN: A unified JAX framework for Kolmogorov-Arnold Networks.

Spyros Rigas, Michalis Papachristou

J. Open Source Softw., May, 2025

Explainable Fault Classification and Severity Diagnosis in Rotating Machinery Using Kolmogorov-Arnold Networks.

Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos, Georgios Alexandridis

Entropy, 2025

2024

An End-to-End Deep Learning Framework for Fault Detection in Marine Machinery.

Spyros Rigas, Paraskevi K. Tzouveli, Stefanos D. Kollias

Sensors, August, 2024

Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks.

Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos, Georgios Alexandridis

CoRR, 2024

Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks.

Spyros Rigas, Michalis Papachristou, Theofilos Papadopoulos, Fotios Anagnostopoulos, Georgios Alexandridis

IEEE Access, 2024