Xiu Yang 杨修

Xiu Yang 杨修

Lehigh University

H-index: 16

North America-United States

About Xiu Yang 杨修

Xiu Yang 杨修, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Lehigh University, specializes in the field of uncertainty quantification, physics-informed machine learning, quantum computing, scientific computing.

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

Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems

Accelerated sparse recovery via gradient descent with nonlinear conjugate gradient momentum

A Gradient-Based Optimization Method Using the Koopman Operator

Unleashed from Constrained Optimization: Quantum Computing for Quantum Chemistry Employing Generator Coordinate Method

A bayesian approach for characterizing and mitigating gate and measurement errors

Solving seismic wave equations on variable velocity models with fourier neural operator

An inexact feasible quantum interior point method for linearly constrained quadratic optimization

The adaptive spectral Koopman method for dynamical systems

Xiu Yang 杨修 Information

University

Position

Department of Industrial and Systems Engineering

Citations(all)

1062

Citations(since 2020)

680

Cited By

640

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

26

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Xiu Yang 杨修 Skills & Research Interests

uncertainty quantification

physics-informed machine learning

quantum computing

scientific computing

Top articles of Xiu Yang 杨修

Title

Journal

Author(s)

Publication Date

Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems

arXiv preprint arXiv:2402.08136

Muqing Zheng

Yousu Chen

Xiu Yang

Ang Li

2024/2/13

Accelerated sparse recovery via gradient descent with nonlinear conjugate gradient momentum

Journal of Scientific Computing

Mengqi Hu

Yifei Lou

Bao Wang

Ming Yan

Xiu Yang

...

2023/4

A Gradient-Based Optimization Method Using the Koopman Operator

arXiv preprint arXiv:2312.14361

Mengqi Hu

Bian Li

Yi-An Ma

Yifei Lou

Xiu Yang

2023/12/22

Unleashed from Constrained Optimization: Quantum Computing for Quantum Chemistry Employing Generator Coordinate Method

arXiv preprint arXiv:2312.07691

Muqing Zheng

Bo Peng

Ang Li

Xiu Yang

Karol Kowalski

2023/12/12

A bayesian approach for characterizing and mitigating gate and measurement errors

ACM Transactions on Quantum Computing

Muqing Zheng

Ang Li

Tamás Terlaky

Xiu Yang

2023/2/24

Solving seismic wave equations on variable velocity models with fourier neural operator

IEEE Transactions on Geoscience and Remote Sensing

Bian Li

Hanchen Wang

Shihang Feng

Xiu Yang

Youzuo Lin

2023/11/16

An inexact feasible quantum interior point method for linearly constrained quadratic optimization

quantum

Brandon Augustino

GIACOMO NANNICINI

TAMÁS TERLAKY

Luis F Zuluaga

2021/4/29

The adaptive spectral Koopman method for dynamical systems

SIAM Journal on Applied Dynamical Systems

Bian Li

Yian Ma

J Nathan Kutz

Xiu Yang

2023/9/30

Quantum algorithms for generator coordinate methods

Physical Review Research

Muqing Zheng

Bo Peng

Nathan Wiebe

Ang Li

Xiu Yang

...

2023/6/28

A Quantum-Inspired Hamiltonian Monte Carlo Method for Missing Data Imputation

DIDEM KOCHAN

ZHENG ZHANG

XIU YANG

2022/8

A meshfree peridynamic model for brittle fracture in randomly heterogeneous materials

Computer Methods in Applied Mechanics and Engineering

Yiming Fan

Huaiqian You

Xiaochuan Tian

Xiu Yang

Xingjie Li

...

2022/9/1

The sparse-grid-based adaptive spectral koopman method

arXiv preprint arXiv:2206.09955

Bian Li

Yue Yu

Xiu Yang

2022/6/20

A general framework of rotational sparse approximation in uncertainty quantification

SIAM/ASA Journal on Uncertainty Quantification

Mengqi Hu

Yifei Lou

Xiu Yang

2022/12/31

An asymptotically compatible probabilistic collocation method for randomly heterogeneous nonlocal problems

Journal of Computational Physics

Yiming Fan

Xiaochuan Tian

Xiu Yang

Xingjie Li

Clayton Webster

...

2022/9/15

A physics-informed neural network framework for partial differential equations on 3d surfaces: time-dependent problems

arXiv preprint arXiv:2103.13878

Zhiwei Fang

Justin Zhang

Xiu Yang

2021/3/19

Physics information aided kriging using stochastic simulation models

SIAM Journal on Scientific Computing

Xiu Yang

Guzel Tartakovsky

Alexandre M Tartakovsky

2021

Graphical Gaussian Process Regression Model for Aqueous Solvation Free Energy Prediction of Organic Molecules in Redox Flow Batteries

Physical Chemistry and Chemical Physics

Peiyuan Gao

Xiu Yang

Yu-Hang Tang

Muqing Zheng

Amity Anderson

...

2021/10/28

Augmented Gaussian Random Field: Theory and Computation

Discrete & Continuous Dynamical Systems - S

Sheng Zhang

Xiu Yang

Samy Tindel

Guang Lin

2022/4

Density Matrix Quantum Circuit Simulation via the BSP Machine on Modern GPU Clusters

Ang Li

Omer Subasi

Xiu Yang

Sriram Krishnamoorthy

2020

When bifidelity meets cokriging: An efficient physics-informed multifidelity method

SIAM journal on scientific computing

Xiu Yang

Xueyu Zhu

Jing Li

2020

See List of Professors in Xiu Yang 杨修 University(Lehigh University)

Co-Authors

academic-engine