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cs.LG2025
Physics-Informed Neural Networks for Thermophysical Property Retrieval
Ali Waseem, Malcolm Mielle
Inverse heat problems refer to the estimation of material thermophysical properties given observed or known heat diffusion behaviour. Inverse heat problems have wide-ranging uses,…
cs.LG2025
D-CAT: Decoupled Cross-Attention Transfer between Sensor Modalities for Unimodal Inference
Leen Daher, Zhaobo Wang, Malcolm Mielle
Cross-modal transfer learning is used to improve multi-modal classification models (e.g., for human activity recognition in human-robot collaboration). However, existing methods re…