Tabula RASA: Exposing and Breaking the Relational Bottleneck in Transformers. - Jonas Petersen; Camilla Mazzoleni; Riccardo Maggioni (CoRR, 2026)

FactoryBench: Evaluating Industrial Machine Understanding. - Yanis Merzouki; Coral Izquierdo; Matei C. Ignuta-Ciuncanu; Marcos Gomez-Bracamonte; Riccardo Maggioni; Alessandro Lombardi; Camilla Mazzoleni; Federico Martelli; Balazs Gunther; Jonas Petersen; Philipp Petersen (CoRR, 2026)

FactoryNet: A Large-Scale Dataset toward Industrial Time-Series Foundation Models. - Karim Othman; Jonas Petersen; Matei Ignuta-Ciuncanu; Camilla Mazzoleni; Federico Martelli; Alessandro Lombardi; Riccardo Maggioni; Philipp Petersen (CoRR, 2026)

HEPA: A Self-Supervised Horizon-Conditioned Event Predictive Architecture for Time Series. - Jonas Petersen; Gian-Alessandro Lombardi; Riccardo Maggioni; Camilla Mazzoleni; Federico Martelli; Philipp Petersen (CoRR, 2026)