GAETS: A Graph Autoencoder Time Series Approach Towards Battery
Parameter Estimation

GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation

17 November 2021

Rucha Bhalchandra Joshi

Janamejaya Channegowda

Papers citing "GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation"

10 / 10 papers shown

Title
Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping K. Zhou Yan Qin Billy Pik Lik Lau Chau Yuen Stefan Adams 37 9 0 28 Sep 2021
Merlion: A Machine Learning Library for Time Series Aadyot Bhatnagar Paul Kassianik Chenghao Liu Tian-Shing Lan Wenzhuo Yang ... Yingbo Zhou Caiming Xiong Silvio Savarese Guosheng Lin Huan Wang AI4TS 39 34 0 20 Sep 2021
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang Jie Chen J. Bi CML BDL AI4TS 120 238 0 18 Jan 2021
Battery Model Calibration with Deep Reinforcement Learning Ajaykumar Unagar Yuan Tian M. A. Chao Olga Fink 38 1 0 07 Dec 2020
A Temporal Convolution Network Approach to State-of-Charge Estimation in Li-ion Batteries A. Herle Janamejaya Channegowda Dinakar Prabhu 19 4 0 19 Nov 2020
A Graph Autoencoder Approach to Causal Structure Learning Ignavier Ng Shengyu Zhu Zhitang Chen Zhuangyan Fang BDL CML 44 82 0 18 Nov 2019
T-GCN: A Temporal Graph ConvolutionalNetwork for Traffic Prediction Ling Zhao Yujiao Song Chao Zhang Yu Liu Pu Wang Tao Lin Min Deng Haifeng Li AI4TS 73 2,010 0 12 Nov 2018
DAGs with NO TEARS: Continuous Optimization for Structure Learning Xun Zheng Bryon Aragam Pradeep Ravikumar Eric Xing NoLa CML OffRL 76 937 0 04 Mar 2018
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 110 3,700 0 14 Sep 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 119 768 0 22 Dec 2016