World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
42
Citations
9758
World Ranking
1763
National Ranking
757

Engineering and Technology

D-Index
47
Citations
12892
World Ranking
4736
National Ranking
1358

Research.com Recognitions

  • 2017 - SIAM Fellow For contributions to numerical linear algebra, especially eigenvalue computation, and applications to computational science and engineering.
  • 1989 - Fellow, The World Academy of Sciences

Overview

Zhaojun Bai is affiliated with the University of California, Davis in the United States. Their research primarily focuses on computer science, with significant contributions spanning computational theory and mathematics, numerical analysis, environmental engineering, atomic and molecular physics and optics, and computational mechanics. The scholar has published extensively on topics related to matrix theory and algorithms, hydrological forecasting using AI, electromagnetic scattering and analysis, advanced optimization algorithms, reservoir engineering and simulation methods, advanced numerical methods in computational mathematics, and blind source separation techniques.

Key publication venues where Zhaojun Bai's work appears include:

  • arXiv (Cornell University)
  • Water
  • SIAM Journal on Matrix Analysis and Applications
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Drug Metabolism Reviews

Frequent co-authors collaborating with Zhaojun Bai are:

  • Minxue He
  • Prabhjot Sandhu
  • Ding Lu
  • Siyu Qi
  • Zhi Ding

Representative recent papers from Zhaojun Bai demonstrate a range of topics and publication venues:

  • "A Self-Consistent-Field Iteration for Orthogonal Canonical Correlation Analysis," 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Orthogonal canonical correlation analysis and applications," 2020, Optimization methods & software
  • "Novel Salinity Modeling Using Deep Learning for the Sacramento-San Joaquin Delta of California," 2022, Water
  • "Sharp Estimation of Convergence Rate for Self-Consistent Field Iteration to Solve Eigenvector-Dependent Nonlinear Eigenvalue Problems," 2022, SIAM Journal on Matrix Analysis and Applications
  • "The alteration of drug metabolism enzymes and pharmacokinetic parameters in nonalcoholic fatty liver disease: current animal models and clinical practice," 2023, Drug Metabolism Reviews

Zhaojun Bai has received notable recognitions in their career, including the distinction of SIAM Fellow in 2017, awarded for contributions to numerical linear algebra with particular attention to eigenvalue computation and applications in computational science and engineering. Additionally, the individual was made a Fellow of The World Academy of Sciences in 1989.

Best Publications

  • Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide

    James Demmel;Jack Dongarra;Axel Ruhe;Henk van der Vorst

  • Krylov subspace techniques for reduced-order modeling of large-scale dynamical systems

    Zhaojun Bai

  • LAPACK: a portable linear algebra library for high-performance computers

    E. Anderson;Z. Bai;J. Dongarra;A. Greenbaum

  • LAPACK Users' Guide, 3rd ed.

    Ed Anderson;Zhaojun Bai;Christian Bischof;Susan Blackford

  • Dimension Reduction of Large-Scale Second-Order Dynamical Systems via a Second-Order Arnoldi Method

    Zhaojun Bai;Yangfeng Su

  • SOAR: A Second-order Arnoldi Method for the Solution of the Quadratic Eigenvalue Problem

    Zhaojun Bai;Yangfeng Su

  • LAPACK Users' guide (third ed.)

    E. Anderson;Z. Bai;C. Bischof;L. S. Blackford

  • Some large-scale matrix computation problems

    Zhaojun Bai;Mark Fahey;Gene Golub

  • An inverse free parallel spectral divide and conquer algorithm for nonsymmetric eigenproblems

    Zhaojun Bai;James Demmel;Ming Gu

  • A Newton basis GMRES implementation

    Z. Bai;D. Hu;L. Reichel

  • Quantum Monte Carlo study of the two-dimensional fermion Hubbard model

    C. N. Varney;C.-R. Lee;Z. J. Bai;S. Chiesa

  • On a block implementation of Hessenberg multishift QR iteration

    Zhaojun Bai;James Demmel

  • CompostBin: a DNA composition-based algorithm for binning environmental shotgun reads

    Sourav Chatterji;Ichitaro Yamazaki;Zhaojun Bai;Jonathan A. Eisen

  • On swapping diagonal blocks in real Schur form

    Zhaojun Bai;James W. Demmel

  • A projection method for model reduction of bilinear dynamical systems

    Zhaojun Bai;Daniel Skoogh

  • Solving Rational Eigenvalue Problems via Linearization

    Yangfeng Su;Zhaojun Bai

  • ABLE: An Adaptive Block Lanczos Method for Non-Hermitian Eigenvalue Problems

    Zhaojun Bai;David Day;Qiang Ye

  • Design of a Parallel Nonsymmetric Eigenroutine Toolbox, Part I

    Zhaojun Bai;James W. Demmel

  • Reduced-Order Modeling

    Zhaojun Bai;Patrick M. Dewilde;Roland W. Freund

  • Error bound for reduced system model by Pade approximation via the Lanczos process

    Zhaojun Bai;R.D. Slone;W.T. Smith;Qiang Ye

Frequent Co-Authors

James Demmel
James Demmel University of California, Berkeley
Jack Dongarra
Jack Dongarra University of Tennessee at Knoxville
Christian Bischof
Christian Bischof Technical University of Darmstadt
Roland W. Freund
Roland W. Freund University of California, Davis
Danny C. Sorensen
Danny C. Sorensen Rice University
Xiaoye S. Li
Xiaoye S. Li Lawrence Berkeley National Laboratory
Bernd Hamann
Bernd Hamann University of California, Davis
Gene H. Golub
Gene H. Golub Stanford University
Giulia Galli
Giulia Galli University of Chicago
Jonathan A. Eisen
Jonathan A. Eisen University of California, Davis

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