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cs.LG2026
IPM-FM: A Foundation Model with Consensus Feature Selection for Industrial Process Monitoring
Liang Cao, Weide Liu, Yan Qin +3
Industrial process monitoring is fundamental to the safety and economic performance of modern process plants. Current practice remains a one-task-one-model paradigm that is label-i…
cs.LG2025
Learning the P2D Model for Lithium-Ion Batteries with SOH Detection
Maricela Best McKay, Bhushan Gopaluni, Brian Wetton
Lithium ion batteries are widely used in many applications. Battery management systems control their optimal use and charging and predict when the battery will cease to deliver the…