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cs.LG2026
Physics-Guided Conditional Diffusion Model for Rare Event Synthesis and Diagnosis for the Water-Gas Shift Reaction
Md Abrar Rafid Siddique, Bibek Aryal, Qiugang Lu
As the world moves towards sustainable energy sources, hydrogen (H2) can be treated as an eco-friendly alternative to fossil fuels due to its high energy density and zero carbon em…
cs.LG2026
Multi-Level Temporal Graph Networks with Local-Global Fusion for Industrial Fault Diagnosis
Bibek Aryal, Gift Modekwe, Qiugang Lu
Fault detection and diagnosis are critical for the optimal and safe operation of industrial processes. The correlations among sensors often display non-Euclidean structures where g…