5 citations · 5 across the 4 of their papers we have counts for
4 papers
Maturity Framework for Enhancing Machine Learning Quality
Angelantonio Castelli, Georgios Christos Chouliaras, Dmitri Goldenberg
With the rapid integration of Machine Learning (ML) in business applications and processes, it is crucial to ensure the quality, reliability and reproducibility of such systems. We…
Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization
Georgios Christos Chouliaras, Kornel Kiełczewski, Amit Beka +2
In the last few years, the Machine Learning (ML) and Artificial Intelligence community has developed an increasing interest in Software Engineering (SE) for ML Systems leading to a…
Effects of partial ionization on magnetic flux emergence in the Sun
Georgios Chouliaras, P. Syntelis, V. Archontis
We have performed 3-D numerical simulations to investigate the effect of partial ionization on the process of magnetic flux emergence. In our study, we have modified the single-flu…
Application of an Upwind Integration Method to Plane Parallel Hall-MHD
Georgios Chouliaras, K. N Gourgouliatos
We study the impact of an Upwind scheme on the numerical convergence of simulations of the Hall and Ohmic effect in neutron stars crusts. While simulations of these effects have ex…