Frozen Chronos-2 TSFM embeddings plus a lightweight regression head outperform standard baselines for RUL estimation on two industrial sensor datasets.
Supervised contrastive learning based dual-mixer model for remaining useful life prediction,
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Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation
Frozen Chronos-2 TSFM embeddings plus a lightweight regression head outperform standard baselines for RUL estimation on two industrial sensor datasets.