3 papers
cs.LG2025
The Blueprints of Intelligence: A Functional-Topological Foundation for Perception and Representation
Eduardo Di Santi
Real-world phenomena do not generate arbitrary variability: their signals concentrate on compact, low-variability subsets of functional space, enabling rapid generalisation from fe…
eess.SP2025
Track Component Failure Detection Using Data Analytics over existing STDS Track Circuit data
Francisco López, Eduardo Di Santi, Clément Lefebvre +4
Track Circuits (TC) are the main signalling devices used to detect the presence of a train on a rail track. It has been used since the 19th century and nowadays there are many type…
cs.AI2025
CVCM Track Circuits Pre-emptive Failure Diagnostics for Predictive Maintenance Using Deep Neural Networks
Debdeep Mukherjee, Eduardo Di Santi, Clément Lefebvre +5
Track circuits are critical for railway operations, acting as the main signalling sub-system to locate trains. Continuous Variable Current Modulation (CVCM) is one such technology.…