Zhaojun Bai

Zhaojun Bai

University of California, Davis

H-index: 49

North America-United States

About Zhaojun Bai

Zhaojun Bai, With an exceptional h-index of 49 and a recent h-index of 23 (since 2020), a distinguished researcher at University of California, Davis, specializes in the field of Scientific Computing, Numerical Linear Algebra, Parallel Computing.

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

Variational Characterization of Monotone Nonlinear Eigenvector Problems and Geometry of Self-Consistent Field Iteration

EPIC: a provable accelerated Eigensolver based on Preconditioning and Implicit Convexity

Physics-Informed Neural Networks-Based Salinity Modeling in the Sacramento–San Joaquin Delta of California

Scalable spectral clustering with group fairness constraints

2D Eigenvalue Problem III: Convergence Analysis of the 2D Rayleigh Quotient Iteration

A Self-Consistent Field Solution for Robust Common Spatial Pattern Analysis

Convergence analysis of a block preconditioned steepest descent eigensolver with implicit deflation

Mathematical Software

Zhaojun Bai Information

University

Position

Professor of Computer Science and Mathematics

Citations(all)

21555

Citations(since 2020)

4279

Cited By

18998

hIndex(all)

49

hIndex(since 2020)

23

i10Index(all)

115

i10Index(since 2020)

57

Email

University Profile Page

University of California, Davis

Google Scholar

View Google Scholar Profile

Zhaojun Bai Skills & Research Interests

Scientific Computing

Numerical Linear Algebra

Parallel Computing

Top articles of Zhaojun Bai

Title

Journal

Author(s)

Publication Date

Variational Characterization of Monotone Nonlinear Eigenvector Problems and Geometry of Self-Consistent Field Iteration

SIAM Journal on Matrix Analysis and Applications

Zhaojun Bai

Ding Lu

2024/3/31

EPIC: a provable accelerated Eigensolver based on Preconditioning and Implicit Convexity

arXiv preprint arXiv:2401.11786

Nian Shao

Wenbin Chen

Zhaojun Bai

2024/1/22

Physics-Informed Neural Networks-Based Salinity Modeling in the Sacramento–San Joaquin Delta of California

Water

Dong Min Roh

Minxue He

Zhaojun Bai

Prabhjot Sandhu

Francis Chung

...

2023/6/21

Scalable spectral clustering with group fairness constraints

Ji Wang

Ding Lu

Ian Davidson

Zhaojun Bai

2023/4/11

2D Eigenvalue Problem III: Convergence Analysis of the 2D Rayleigh Quotient Iteration

arXiv preprint arXiv:2303.05357

Tianyi Lu

Yangfeng Su

Zhaojun Bai

2023/3/9

A Self-Consistent Field Solution for Robust Common Spatial Pattern Analysis

arXiv preprint arXiv:2311.13004

Dong Min Roh

Zhaojun Bai

2023/11/21

Convergence analysis of a block preconditioned steepest descent eigensolver with implicit deflation

Numerical Linear Algebra with Applications

Ming Zhou

Zhaojun Bai

Yunfeng Cai

Klaus Neymeyr

2023/10

Mathematical Software

ACM Transactions on

Zhaojun Bai

Wolfgang Bangerth

Paolo Bientinesi

Tim Hopkins

Salvatore Filippone

...

2023

Salinity Modeling Using Deep Learning with Data Augmentation and Transfer Learning

Water

Siyu Qi

Minxue He

Raymond Hoang

Yu Zhou

Peyman Namadi

...

2023/7/6

Novel Salinity Modeling Using Deep Learning for the Sacramento–San Joaquin Delta of California

Water

Siyu Qi

Minxue He

Zhaojun Bai

Zhi Ding

Prabhjot Sandhu

...

2022/11/11

2D Eigenvalue Problem II: Rayleigh Quotient Iteration and Applications

arXiv preprint arXiv:2209.12040

Tianyi Lu

Yangfeng Su

Zhaojun Bai

2022/9/24

Multi-location emulation of a process-based salinity model using machine learning

Water

Siyu Qi

Minxue He

Zhaojun Bai

Zhi Ding

Prabhjot Sandhu

...

2022/6/24

Sharp estimation of convergence rate for self-consistent field iteration to solve eigenvector-dependent nonlinear eigenvalue problems

SIAM Journal on Matrix Analysis and Applications

Zhaojun Bai

Ren-Cang Li

Ding Lu

2022

A bi-level nonlinear eigenvector algorithm for wasserstein discriminant analysis

arXiv preprint arXiv:2211.11891

Dong Min Roh

Zhaojun Bai

Ren-Cang Li

2022/11/21

On the shift‐invert Lanczos method for the buckling eigenvalue problem

International Journal for Numerical Methods in Engineering

Chao‐Ping Lin

Huiqing Xie

Roger Grimes

Zhaojun Bai

2021/6/15

Backward stability of explicit external deflation for the symmetric eigenvalue problem

arXiv preprint arXiv:2105.01298

Chao-Ping Lin

Ding Lu

Zhaojun Bai

2021/5/4

Thick-Restart Lanczos with Explicit External Deflation for Computing Many Egenpairs and its Communication-Avoiding Variant.

Zhaojun Bai

Chao-Ping Lin

Ding Lu

Ichitaro Yamazaki

2021/3/1

Lecture 08: Partial Eigen Decomposition of Large Symmetric Matrices via Thick-Restart Lanczos with Explicit External Deflation and its Communication-Avoiding Variant

Zhaojun Bai

2021

Enhanced artificial neural networks for salinity estimation and forecasting in the sacramento-san joaquin delta of california

Journal of Water Resources Planning and Management

Siyu Qi

Zhaojun Bai

Zhi Ding

Nimal Jayasundara

Minxue He

...

2021/10/1

A self-consistent-field iteration for orthogonal canonical correlation analysis

IEEE transactions on pattern analysis and machine intelligence

Lei-Hong Zhang

Li Wang

Zhaojun Bai

Ren-Cang Li

2020/7/28

See List of Professors in Zhaojun Bai University(University of California, Davis)

Co-Authors

H-index: 78
Kristofer PISTER

Kristofer PISTER

University of California, Berkeley

H-index: 70
Richard Scalettar

Richard Scalettar

University of California, Davis

H-index: 62
Mark Jarrell

Mark Jarrell

Louisiana State University

H-index: 47
Roland Freund

Roland Freund

University of California, Davis

H-index: 32
Gerard Sleijpen

Gerard Sleijpen

Universiteit Utrecht

H-index: 31
Karl Meerbergen

Karl Meerbergen

Katholieke Universiteit Leuven

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