Search Results for author: Yue Xiang

Found 3 papers, 1 papers with code

Cerberus: A Deep Learning Hybrid Model for Lithium-Ion Battery Aging Estimation and Prediction Based on Relaxation Voltage Curves

no code implementations15 Aug 2023 Yue Xiang, Bo Jiang, Haifeng Dai

The degradation process of lithium-ion batteries is intricately linked to their entire lifecycle as power sources and energy storage devices, encompassing aspects such as performance delivery and cycling utilization.

Management

Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation

no code implementations27 Feb 2023 Yue Xiang, Dongyao Zhu, Bowen Lei, Dongkuan Xu, Ruqi Zhang

Gradients have been exploited in proposal distributions to accelerate the convergence of Markov chain Monte Carlo algorithms on discrete distributions.

Efficient Exploration Extractive Text Summarization +2

Investigation of stellar magnetic activity using variational autoencoder based on low-resolution spectroscopic survey

1 code implementation15 Jun 2022 Yue Xiang, Shenghong Gu, Dongtao Cao

We apply the variational autoencoder (VAE) to the LAMOST-K2 low-resolution spectra to detect the magnetic activity of the stars in the K2 field.

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