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Siyang Leng

1 paper hereh-index 14860 citations42 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • nlin.CD1

identity via Semantic Scholar / OpenAlex

most citedData-based prediction and causality inference of nonlinear dynamics

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

math.DS2022

Continuity scaling: A rigorous framework for detecting and quantifying causality accurately

Xiong Ying, Si-Yang Leng, Huan-Fei Ma +3

Data based detection and quantification of causation in complex, nonlinear dynamical systems is of paramount importance to science, engineering and beyond. Inspired by the widely u…

nlin.CD2017★ 1 cited

Data-based prediction and causality inference of nonlinear dynamics

Huanfei Ma, Siyang Leng, Luonan Chen

Natural systems are typically nonlinear and complex, and it is of great interest to be able to reconstruct a system in order to understand its mechanism, which can not only recover…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.