Huanfei Ma

发表

Adaptive identification of time delays in nonlinear dynamical models.

Jianfeng Feng, Bing Xu, Wei Lin, 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

Failure of parameter identification based on adaptive synchronization techniques.

Wei Lin, Huanfei Ma, 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

Nonlinear adaptive synchronization rule for identification of a large amount of parameters in dynamical models

Wei Lin, Huanfei Ma, 2009 .

Locating unstable periodic orbits: when adaptation integrates into delayed feedback control.

Jianfeng Feng, Guanrong Chen, Wei Lin, 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

Responses of AM fungal abundance to the drivers of global climate change: A meta-analysis.

F. Zhao, Huanfei Ma, Hang Hu, 2022, The Science of the total environment.

Harvesting random embedding for high-frequency change-point detection in temporal complex systems

Jie Sun, Huanfei Ma, Jia-Wen Hou, 2021, National science review.

Continuity Scaling: A Rigorous Framework for Detecting and Quantifying Causality Accurately

Huanfei Ma, Ying-Cheng Lai, Qing Nie, 2022 .

Global optimization of hyper-parameters in reservoir computing

Huanfei Ma, Bin Ren, 2022, Electronic Research Archive.

The effects of graded levels of calorie restriction XV: phase space attractors reveal distinct behavioral phenotypes.

D. Lusseau, J. Speakman, D. Promislow, 2020, The journals of gerontology. Series A, Biological sciences and medical sciences.

Data-based prediction and causality inference of nonlinear dynamics

Huanfei Ma, Luonan Chen, Siyang Leng, 2018, Science China Mathematics.

Randomly distributed embedding making short-term high-dimensional data predictable

Kazuyuki Aihara, Luonan Chen, Wei Lin, 2018, Proceedings of the National Academy of Sciences.

Data-based prediction and causality inference of nonlinear dynamics

Luonan Chen, Siyang Leng, Huanfei Ma, 2017, Science China Mathematics.

Detecting Causality from Nonlinear Dynamics with Short-term Time Series

Kazuyuki Aihara, Luonan Chen, Huanfei Ma, 2014, Scientific Reports.

Realization of Parameters Identification in Only Locally Lipschitzian Dynamical Systems with Multiple Types of Time Delays

Wei Lin, Huanfei Ma, Wei Lin, 2013, SIAM J. Control. Optim..

Detection of time delays and directional interactions based on time series from complex dynamical systems.

Ying-Cheng Lai, Jürgen Kurths, Wei Lin, 2017, Physical review. E.

Continuity Scaling: A Rigorous Framework for Detecting and Quantifying Causality Accurately

Huanfei Ma, Ying-Cheng Lai, Qing Nie, 2022, Research.

A Gap Emergent in Parameters Identification Based on Adaptive Synchronization Techniques

Wei Lin, Huan-Fei Ma, Wei Lin, 2006 .

The effects of graded levels of calorie restriction XV: phase space

Yingchun, Fei Liu, D. Lusseau, 2020 .

Partial cross mapping eliminates indirect causal influences

J. Kurths, K. Aihara, Y. Lai, 2020, Nature Communications.

Data assimilation with hybrid modeling

Huanfei Ma, Dongrui Shao, Junyu Chu, 2023, Chaos, Solitons & Fractals.

Predicting future dynamics from short-term time series using an Anticipated Learning Machine

Kazuyuki Aihara, Rui Li, Huanfei Ma, 2020, National science review.

Predicting Time Series from Short-Term High-Dimensional Data

Kazuyuki Aihara, Luonan Chen, Tianshou Zhou, 2014, Int. J. Bifurc. Chaos.

Partial cross mapping eliminates indirect causal influences

Wei Lin, Luonan Chen, Siyang Leng, 2020, Nature Communications.

Detecting unstable periodic orbits based only on time series: When adaptive delayed feedback control meets reservoir computing.

Huanfei Ma, Wei Lin, Qunxi Zhu, 2019, Chaos.

Detecting unstable periodic orbits in high-dimensional chaotic systems from time series: reconstruction meeting with adaptation.

Ying-Cheng Lai, Wei Lin, Huanfei Ma, 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

The Effects of Graded Levels of Calorie Restriction XV: Phase Space Attractors Reveal Distinct Behavioral Phenotypes

D. Lusseau, J. Speakman, D. Promislow, 2020 .

Reconstructing directional causal networks with random forest: Causality meeting machine learning.

Siyang Leng, Ziwei Xu, Huanfei Ma, 2019, Chaos.

Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays

Huanfei Ma, Wei Lin, Xiong Ying, 2023, Physical Review Research.

Synchronization Between Adaptively Coupled Systems With Discrete and Distributed Time-Delays

Wei Lin, Huanfei Ma, Wei Lin, 2010, IEEE Transactions on Automatic Control.

Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction

Qunxi Zhu, Huanfei Ma, Xue Zhang, 2024, Nature communications.

Continuity Scaling: A Rigorous Framework for Detecting and Quantifying Causality Accurately

Huanfei Ma, Qing Nie, Wei Lin, 2022 .