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Toward Physics-guided Time Series Embedding

Toward Physics-guided Time Series Embedding

Jiaxi Hu
Bowen Zhang
Qingsong Wen
Fugee Tsung
Yuxuan Liang
ArXiv (abs)PDFHTML

Papers citing "Toward Physics-guided Time Series Embedding"

4 / 4 papers shown
Title
Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting
Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting
Chang Liu
Bohao Zhao
Jingtao Ding
Huandong Wang
Yong Li
MambaAI4CE
29
0
0
29 May 2025
Surrogate Modeling for Explainable Predictive Time Series Corrections
Surrogate Modeling for Explainable Predictive Time Series Corrections
Alfredo Lopez
Florian Sobieczky
AI4TS
118
0
0
17 Jan 2025
Zero-shot forecasting of chaotic systems
Zero-shot forecasting of chaotic systems
Yuanzhao Zhang
William Gilpin
AI4TS
260
8
0
24 Sep 2024
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
Jiaxi Hu
Yuehong Hu
Wei Chen
Ming Jin
Shirui Pan
Qingsong Wen
Yuxuan Liang
AI4TS
112
12
0
18 Feb 2024

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