xueyu zhu

xueyu zhu

University of Iowa

H-index: 16

North America-United States

About xueyu zhu

xueyu zhu, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Iowa, specializes in the field of numerical analysis, scientific computing, model reduction, uncertainty quantification, scientific machine learning.

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

A non-intrusive bi-fidelity reduced basis method for time-independent problems

Uncertainty quantification for Deeponets with Ensemble Kalman Inversion

Neuromusculoskeletal model-informed machine learning-based control of a knee exoskeleton with uncertainties quantification

Multiple-channel information encryption based on quantum dot absorption spectra

Knee Joint Torque Prediction with Uncertainties by a Neuromusculoskeletal Solver-informed Gaussian Process Model

Bayesian physics-informed neural networks for the subsurface tomography based on the eikonal equation

Forward and inverse problems for Eikonal equation based on DeepONet

Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion

xueyu zhu Information

University

Position

Assistant Professor Department of Mathematics

Citations(all)

698

Citations(since 2020)

518

Cited By

373

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

20

Email

University Profile Page

Google Scholar

xueyu zhu Skills & Research Interests

numerical analysis

scientific computing

model reduction

uncertainty quantification

scientific machine learning

Top articles of xueyu zhu

Title

Journal

Author(s)

Publication Date

A non-intrusive bi-fidelity reduced basis method for time-independent problems

Journal of computational physics

Jun Sur Richard Park

Xueyu Zhu

2024/4/1

Uncertainty quantification for Deeponets with Ensemble Kalman Inversion

arXiv:2403.03444

Andrew Pensoneault

Xueyu Zhu

2024/3

Neuromusculoskeletal model-informed machine learning-based control of a knee exoskeleton with uncertainties quantification

Frontiers in neuroscience

Longbin Zhang

Xiaochen Zhang

Xueyu Zhu

Ruoli Wang

Elena M Gutierrez-Farewik

2023/8/30

Multiple-channel information encryption based on quantum dot absorption spectra

ACS Nano

Senyang Liu

Xiaohu Liu

Xueyu Zhu

Jinhua Yin

Jie Bao

2023

Knee Joint Torque Prediction with Uncertainties by a Neuromusculoskeletal Solver-informed Gaussian Process Model

Longbin Zhang

Xiaochen Zhang

Xueyu Zhu

Ruoli Wang

Elena M Gutierrez-Farewik

2023/7/8

Bayesian physics-informed neural networks for the subsurface tomography based on the eikonal equation

IEEE transactions on geoscience and remote sensing

Rongxi Gou

Yijie Zhang

Xueyu Zhu

Jinghuai Gao

2023/6/15

Forward and inverse problems for Eikonal equation based on DeepONet

arXiv preprint arXiv:2306.05754

Yifan Mei

Yijie Zhang

Xueyu Zhu

Rongxi Gou

2023/6/9

Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion

arXiv preprint arXiv:2303.07392

Andrew Pensoneault

Xueyu Zhu

2023/3/13

Ensemble Kalman Inversion for upstream parameter estimation and indirect streamflow correction: A simulation study

Advances in water resources

Andrew Pensoneault

Witold F Krajewski

Nicolás Velásquez

Xueyu Zhu

Ricardo Mantilla

2023/11/1

Seismic inversion based on acoustic wave equations using physics-informed neural network

IEEE transactions on geoscience and remote sensing

Yijie Zhang

Xueyu Zhu

Jinghuai Gao

2023/1/16

Physics-informed neural networks for learning the homogenized coefficients of multiscale elliptic equations

Journal of Computational Physics

Jun Sur Richard Park

Xueyu Zhu

2022

Bi-fidelity stochastic collocation methods for epidemic transport models with uncertainties

Networks and Heterogeneous Media

Giulia Bertaglia

Liu Liu

Lorenzo Pareschi

Xueyu Zhu

2022

Ensemble Kalman Inversion with Limited Observation for Parameter Estimation and Upstream Streamflow Prediction

AGU Fall Meeting Abstracts

Andrew Pensoneault

Xueyu Zhu

Witold F Krajewski

Nicolas Velasquez

Ricardo Mantilla

2022/12

A bi-fidelity stochastic collocation method for transport equations with diffusive scaling and multi-dimensional random inputs

Journal of computational physics

Liu Liu

Lorenzo Pareschi

Xueyu Zhu

2022/8/1

Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread

Mathematical Models and Methods in Applied Sciences

Giulia Bertaglia

Chuan Lu

Lorenzo Pareschi

Xueyu Zhu

2022/9/3

Ankle Joint Torque Prediction using an NMS Solver Informed-ANN Model and Transfer Learning

IEEE journal of biomedical and health informatics

Longbin Zhang

Xueyu Zhu

Elena M Gutierrez-Farewik

Ruoli Wang

2022/9/16

Estimation of Ankle Dynamic Joint Torque by a Neuromusculoskeletal Solver-Informed NN Model

Longbin Zhang

Xueyu Zhu

Elena M Gutierrez Farewik

Ruoli Wang

2021/7/3

Bifidelity data-assisted neural networks in nonintrusive reduced-order modeling

Journal of scientific computing

Chuan Lu

Xueyu Zhu

2021/4

Hidden physics model for parameter estimation of elastic wave equation

Computer methods in applied mechanics and engineering

Yijie Zhang

Xueyu Zhu

Jinghuai Gao

2021/8/1

Multi-fidelity methods for uncertainty propagation in kinetic equations

arXiv preprint arXiv:2112.00932

Giacomo Dimarco

Liu Liu

Lorenzo Pareschi

Xueyu Zhu

2021/12/2

See List of Professors in xueyu zhu University(University of Iowa)

Co-Authors

academic-engine