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Autonomous End-to-End SOH Prediction Services for Battery Systems via Temporal-Contrastive Representation Learning
Arxiv
0+阅读 · 6月15日
A Longitudinal Attribute-Conditioned Neural Network for Modeling Health-State Transition Probabilities in Temporally Irregular Data: The LANTERN Framework
Arxiv
0+阅读 · 6月11日
Efficient Inference for Incremental Causal Effects of Time to Treatment
Arxiv
0+阅读 · 6月8日
Conformalized Transfer Learning for Li-ion Battery State of Health Forecasting under Manufacturing and Usage Variability
Arxiv
0+阅读 · 3月25日
A Machine Learning Framework for Turbofan Health Estimation via Inverse Problem Formulation
Arxiv
0+阅读 · 4月9日
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework
Arxiv
0+阅读 · 1月24日
A Lightweight Transfer Learning-Based State-of-Health Monitoring with Application to Lithium-ion Batteries in Autonomous Air Vehicles
Arxiv
0+阅读 · 2025年12月14日
A Lightweight Transfer Learning-Based State-of-Health Monitoring with Application to Lithium-ion Batteries in Unmanned Air Vehicles
Arxiv
0+阅读 · 2025年12月9日
TSFM in-context learning for time-series classification of bearing-health status
Arxiv
0+阅读 · 2025年11月19日
A Self-attention Knowledge Domain Adaptation Network for Commercial Lithium-ion Batteries State-of-health Estimation under Shallow Cycles
Arxiv
0+阅读 · 2023年4月11日
Probabilistic formulation of Miner's rule and application to structural fatigue
Arxiv
0+阅读 · 2023年3月28日
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