Huanfei Ma - Publications, H-index & Citations

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Huanfei Ma

soochow university

19H-index

45Paper Count

1.0KCitation Count

Published Papers 14

Publication Date

Reservoir cross mapping as a nonlinear framework for detecting dynamical causality

Cell Reports Physical Science

IF7.3

2025-07-04

OAAI

Ren Cao; Jintong Zhao; Chun Guan; Huanfei Ma; Jifan Shi; Siyang Leng

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

NATURE COMMUNICATIONS

IF15.7

2024-03-20

OAAI

Li, Xin; Zhu, Qunxi; Zhao, Chengli; Duan, Xiaojun; Zhao, Bolin; Zhang, Xue; Ma, Huanfei; Sun, Jie; Lin, Wei

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Embedding theory of reservoir computing and reducing reservoir network using time delays

PHYSICAL REVIEW RESEARCH

IF4.2

2023-05-25

OAAI

Duan, Xing-Yue; Ying, Xiong; Leng, Si-Yang; Kurths, Juergen; Lin, Wei; Ma, Huan-Fei

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

RESEARCH

IF10.7

2022-05-04

OAAI

Ying, Xiong; Leng, Si-Yang; Ma, Huan-Fei; Nie, Qing; Lai, Ying-Cheng; Lin, Wei

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

NATIONAL SCIENCE REVIEW

IF17.1

2021-12-27

OAAI

Hou, Jia-Wen; Ma, Huan-Fei; He, Dake; Sun, Jie; Nie, Qing; Lin, Wei

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Partial cross mapping eliminates indirect causal influences

NATURE COMMUNICATIONS

IF15.7

2020-05-26

OAAI

Leng, Siyang; Ma, Huanfei; Kurths, Juergen; Lai, Ying-Cheng; Lin, Wei; Aihara, Kazuyuki; Chen, Luonan

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

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

IF3.8

2020-03-04

OAAI

Sun, Deshun; Liu, Fei; Mitchell, Sharon E.; Ma, Huanfei; Derous, Davina; Wang, Yingchun; Han, Jackie J. D.; Promislow, Daniel E. L.; Lusseau, David; Douglas, Alex; Speakman, John R.; Chen, Luonan

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

NATIONAL SCIENCE REVIEW

IF17.1

2020-02-19

OAAI

Chen, Chuan; Li, Rui; Shu, Lin; He, Zhiyu; Wang, Jining; Zhang, Chengming; Ma, Huanfei; Aihara, Kazuyuki; Chen, Luonan

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

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2018-10-08

OAAI

Ma, Huanfei; Leng, Siyang; Aihara, Kazuyuki; Lin, Wei; Chen, Luonan

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Detecting Causality from Nonlinear Dynamics with Short-term Time Series

SCIENTIFIC REPORTS

IF3.9

2014-12-12

OAAI

Ma, Huanfei; Aihara, Kazuyuki; Chen, Luonan

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Exner-Based Master Equation for transport and dispersion of river pebble tracers: Derivation, asymptotic forms, and quantification of nonlocal vertical dispersion

JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

IF3.8

2014-09-17

OAAI

Pelosi, A.; Parker, G.; Schumer, R.; Ma, H. -B.

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A new scheme of digital communication using chaotic signals in MIMO channels

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2011-08-07

PREAI

Ma HuanFei; Kan HaiBin

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The maximal rates and minimal decoding delay of more general complex orthogonal designs

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2010-09-05

PREAI

Li Yuan; Kan HaiBin; Yuan Chen; Ma HuanFei

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

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2010-04-01

PREAI

Lin, Wei; Ma, Huanfei

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Research Directions