Jinqiao Duan, Chair Professor

Jinqiao Duan, Chair Professor

Illinois Institute of Technology

H-index: 43

North America-United States

About Jinqiao Duan, Chair Professor

Jinqiao Duan, Chair Professor, With an exceptional h-index of 43 and a recent h-index of 29 (since 2020), a distinguished researcher at Illinois Institute of Technology, specializes in the field of Stochastic Dynamics, Data-Driven Stochastic Dynamics, Stochastic PDEs, Stat Phys.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fourier neural operator based fluid-structure interaction for predicting the vesicle dynamics

Multi-task meta label correction for time series prediction

Action Functional as Early Warning Indicator in the Space of Probability Measures

Symplectic numerical integration for Hamiltonian stochastic differential equations with multiplicative Lévy noise in the sense of Marcus

Small mass limit for stochastic interacting particle systems with Lévy noise and linear alignment force

Detecting the most probable transition pathway based on optimal control theory

Deep reinforcement learning in finite-horizon to explore the most probable transition pathway

Homogenization of non-symmetric jump processes

Jinqiao Duan, Chair Professor Information

University

Position

___

Citations(all)

7429

Citations(since 2020)

3809

Cited By

5416

hIndex(all)

43

hIndex(since 2020)

29

i10Index(all)

169

i10Index(since 2020)

105

Email

University Profile Page

Illinois Institute of Technology

Google Scholar

View Google Scholar Profile

Jinqiao Duan, Chair Professor Skills & Research Interests

Stochastic Dynamics

Data-Driven Stochastic Dynamics

Stochastic PDEs

Stat Phys

Top articles of Jinqiao Duan, Chair Professor

Title

Journal

Author(s)

Publication Date

Fourier neural operator based fluid-structure interaction for predicting the vesicle dynamics

arXiv preprint arXiv:2401.02311

Wang Xiao

Ting Gao

Kai Liu

Jinqiao Duan

Meng Zhao

2024/1/4

Multi-task meta label correction for time series prediction

Pattern Recognition

Luxuan Yang

Ting Gao

Wei Wei

Min Dai

Cheng Fang

...

2024/2/10

Action Functional as Early Warning Indicator in the Space of Probability Measures

arXiv preprint arXiv:2403.10405

Peng Zhang

Ting Gao

Jin Guo

Jinqiao Duan

2024/3/15

Symplectic numerical integration for Hamiltonian stochastic differential equations with multiplicative Lévy noise in the sense of Marcus

Mathematics and Computers in Simulation

Qingyi Zhan

Jinqiao Duan

Xiaofan Li

Yuhong Li

2024/1/1

Small mass limit for stochastic interacting particle systems with Lévy noise and linear alignment force

Chaos: An Interdisciplinary Journal of Nonlinear Science

Zibo Wang

Li Lv

Yanjie Zhang

Jinqiao Duan

Wei Wang

2024/2/1

Detecting the most probable transition pathway based on optimal control theory

Applied Mathematical Modelling

Jianyu Chen

Ting Gao

Yang Li

Jinqiao Duan

2024/3/1

Deep reinforcement learning in finite-horizon to explore the most probable transition pathway

Physica D: Nonlinear Phenomena

Jin Guo

Ting Gao

Peng Zhang

Jiequn Han

Jinqiao Duan

2024/2/1

Homogenization of non-symmetric jump processes

Advances in Applied Probability

Qiao Huang

Jinqiao Duan

Renming Song

2024/3

Constraint minimization problem of the nonlinear Schrödinger equation with the Anderson hamiltonian

Journal of Mathematical Analysis and Applications

Qi Zhang

Jinqiao Duan

2024/10/1

Analysis for a class of stochastic fractional nonlinear Schr\" odinger equations

arXiv preprint arXiv:2401.15608

Yanjie Zhang

Ao Zhang

Pengde Wang

Xiao Wang

Jinqiao Duan

2024/1/28

Euler-Maruyama Method Based Channel Prediction: An LDE-Net Implementation and Field Evaluation

IEEE Transactions on Vehicular Technology

Tianci Wang

Xianling Wang

Yi Shi

Wenbo Xin

Zhiyuan Jiang

...

2024/2/28

Small-Noise-Induced Metastable Transition of Periodically Perturbed Systems

SIAM Journal on Applied Dynamical Systems

Ying Chao

Jinqiao Duan

Pingyuan Wei

2024/3/31

Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient

arXiv preprint arXiv:2401.11261

Weiguo Lu

Xuan Wu

Deng Ding

Jinqiao Duan

Jirong Zhuang

...

2024/1/20

A deep learning method for computing mean exit time excited by weak Gaussian noise

Nonlinear Dynamics

Yang Li

Feng Zhao

Shengyuan Xu

Jinqiao Duan

Xianbin Liu

2024/2/15

Stochastic parameter reduced-order model based on hybrid machine learning approaches

arXiv preprint arXiv:2403.17032

Cheng Fang

Jinqiao Duan

2024/3/24

Detecting stochastic governing laws with observation on stationary distributions

Physica D: Nonlinear Phenomena

Xiaoli Chen

Hui Wang

Jinqiao Duan

2023/6/1

Stochastic dynamics of human papillomavirus delineates cervical cancer progression

Journal of Mathematical Biology

Tuan Anh Phan

Farhana Sarower

Jinqiao Duan

Jianjun Paul Tian

2023/12

Early warning via transitions in latent stochastic dynamical systems

arXiv preprint arXiv:2309.03842

Lingyu Feng

Ting Gao

Wang Xiao

Jinqiao Duan

2023/9/7

Well-posedness and wave-breaking for the stochastic rotation-two-component Camassa–Holm system

The Annals of Applied Probability

Yong Chen

Jinqiao Duan

Hongjun Gao

2023/8

Symplectic integration for Hamiltonian stochastic differential equations driven by additive L´ evy noise

Qingyi Zhan

Jinqiao Duan

Xiaofan Li

2023/1/31

See List of Professors in Jinqiao Duan, Chair Professor University(Illinois Institute of Technology)

Co-Authors

H-index: 67
Schertzer

Schertzer

École des Ponts ParisTech

H-index: 66
Shaun Lovejoy

Shaun Lovejoy

McGill University

H-index: 58
Stephen Wiggins

Stephen Wiggins

University of Bristol

H-index: 42
Wei Xu

Wei Xu

Northwestern Polytechnical University

H-index: 41
Yong Xu

Yong Xu

Northwestern Polytechnical University

H-index: 40
Kening Lu

Kening Lu

Brigham Young University

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