World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
40
Citations
8568
World Ranking
2014
National Ranking
852

Computer Science

D-Index
42
Citations
8965
World Ranking
8279
National Ranking
3549

Jianhua Z. Huang publication distribution in Mathematics in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Jianhua Z. Huang sits on this spectrum.

42–46 publications: 3 scientists 47–51 publications: 5 scientists 52–56 publications: 7 scientists 57–61 publications: 20 scientists 62–66 publications: 14 scientists 67–71 publications: 25 scientists 72–76 publications: 19 scientists 77–81 publications: 35 scientists 82–86 publications: 50 scientists 87–91 publications: 60 scientists 92–96 publications: 86 scientists 97–101 publications: 84 scientists 102–106 publications: 83 scientists 107–111 publications: 90 scientists 112–116 publications: 99 scientists 117–121 publications: 90 scientists 122–126 publications: 91 scientists 127–131 publications: 109 scientists 132–136 publications: 110 scientists 137–141 publications: 98 scientists 142–146 publications: 112 scientists 147–151 publications: 102 scientists 152–156 publications: 88 scientists 157–161 publications: 106 scientists 162–166 publications: 83 scientists 167–171 publications: 102 scientists 172–176 publications: 77 scientists 177–181 publications: 81 scientists 182–186 publications: 78 scientists 187–191 publications: 71 scientists 192–196 publications: 92 scientists 197–201 publications: 64 scientists 202–206 publications: 69 scientists 207–211 publications: 64 scientists 212–216 publications: 62 scientists 217–221 publications: 58 scientists 222–226 publications: 53 scientists 227–231 publications: 50 scientists 232–236 publications: 46 scientists 237–241 publications: 46 scientists 242–246 publications: 46 scientists 247–251 publications: 43 scientists 252–256 publications: 29 scientists 257–261 publications: 45 scientists 262–266 publications: 30 scientists 267–271 publications: 33 scientists 272–276 publications: 34 scientists 277–281 publications: 30 scientists 282–286 publications: 31 scientists 287–291 publications: 21 scientists 292–296 publications: 34 scientists 297–301 publications: 26 scientists 302–306 publications: 10 scientists 307–311 publications: 17 scientists 312–316 publications: 23 scientists 317–321 publications: 13 scientists 322–326 publications: 16 scientists 327–331 publications: 26 scientists 332–336 publications: 13 scientists 337–341 publications: 13 scientists 342–346 publications: 16 scientists 347–351 publications: 17 scientists 352–356 publications: 12 scientists 357–361 publications: 18 scientists 362–366 publications: 18 scientists 367–371 publications: 9 scientists 372–376 publications: 11 scientists 377–381 publications: 8 scientists 382–386 publications: 8 scientists 387–391 publications: 9 scientists 392–396 publications: 9 scientists 397–401 publications: 8 scientists 402–406 publications: 11 scientists 407–411 publications: 6 scientists 412–416 publications: 6 scientists 417–421 publications: 9 scientists 422–426 publications: 8 scientists 427–431 publications: 5 scientists 432–436 publications: 8 scientists 437–441 publications: 8 scientists 442–446 publications: 4 scientists 447–451 publications: 4 scientists 452–456 publications: 4 scientists 457–461 publications: 2 scientists 462–466 publications: 2 scientists 467–471 publications: 4 scientists 472–476 publications: 3 scientists 477–481 publications: 3 scientists 482–486 publications: 6 scientists 487–491 publications: 3 scientists 492–496 publications: 5 scientists 497–501 publications: 5 scientists 502–506 publications: 1 scientists 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientists 522–526 publications: 3 scientists 527–531 publications: 1 scientists 532–536 publications: 4 scientists 537+ publications: 100 scientists
42 publications 537+

This scientist: 150 publications — 38th percentile

38% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 537 publications or more.

Jianhua Z. Huang D-index placement in Mathematics in 2026

The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Jianhua Z. Huang sits on this spectrum.

30 D-Index: 174 scientists 31 D-Index: 151 scientists 32 D-Index: 174 scientists 33 D-Index: 117 scientists 34 D-Index: 136 scientists 35 D-Index: 127 scientists 36 D-Index: 145 scientists 37 D-Index: 153 scientists 38 D-Index: 150 scientists 39 D-Index: 150 scientists 40 D-Index: 138 scientists 41 D-Index: 136 scientists 42 D-Index: 93 scientists 43 D-Index: 108 scientists 44 D-Index: 115 scientists 45 D-Index: 112 scientists 46 D-Index: 103 scientists 47 D-Index: 75 scientists 48 D-Index: 59 scientists 49 D-Index: 67 scientists 50 D-Index: 60 scientists 51 D-Index: 57 scientists 52 D-Index: 59 scientists 53 D-Index: 62 scientists 54 D-Index: 60 scientists 55 D-Index: 50 scientists 56 D-Index: 42 scientists 57 D-Index: 54 scientists 58 D-Index: 50 scientists 59 D-Index: 42 scientists 60 D-Index: 41 scientists 61 D-Index: 35 scientists 62 D-Index: 40 scientists 63 D-Index: 21 scientists 64 D-Index: 31 scientists 65 D-Index: 27 scientists 66 D-Index: 29 scientists 67 D-Index: 19 scientists 68 D-Index: 25 scientists 69 D-Index: 17 scientists 70 D-Index: 18 scientists 71 D-Index: 12 scientists 72 D-Index: 14 scientists 73 D-Index: 13 scientists 74 D-Index: 18 scientists 75 D-Index: 9 scientists 76 D-Index: 11 scientists 77 D-Index: 10 scientists 78 D-Index: 9 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 10 scientists 82 D-Index: 5 scientists 83 D-Index: 5 scientists 84 D-Index: 13 scientists 85 D-Index: 6 scientists 86+ D-Index: 99 scientists
30 D-Index 86+

This scientist: 40 D-Index — 45th percentile

45% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 86 D-Index or more.

Research.com Recognitions

  • 2014 - SPIE Fellow
  • 2009 - Fellow of the American Statistical Association (ASA)

Overview

Jianhua Z. Huang is affiliated with Texas A&M University in the United States. Their research spans across several fields, primarily focused on Mathematics and Computer Science.

The scientist's recent publications cover a diverse range of topics, including statistics, gene regulatory network analysis, and financial models. Selected recent papers include:

  • scTenifoldKnk: An efficient virtual knockout tool for gene function predictions via single-cell gene regulatory network perturbation (2022, Patterns)
  • International tests of the ZCAPM asset pricing model (2022, Journal of International Financial Markets Institutions and Money)
  • Asymptotic properties of penalized spline estimators in concave extended linear models: Rates of convergence (2021, The Annals of Statistics)
  • Functional PCA With Covariate-Dependent Mean and Covariance Structure (2021, Technometrics)
  • Micro-Knowledge Embedding for Zero-shot Classification (2022, Computers & Electrical Engineering)

The main research fields for Jianhua Z. Huang include:

  • Mathematics
  • Computer Science

Their work also engages several subfields such as:

  • Statistics and Probability
  • Artificial Intelligence
  • Molecular Biology
  • Astronomy and Astrophysics
  • Computer Vision and Pattern Recognition

Key topics explored in their publications are:

  • Statistical Methods and Inference
  • Bayesian Methods and Mixture Models
  • Stellar, planetary, and galactic studies
  • Single-cell and spatial transcriptomics
  • Gene Regulatory Network Analysis
  • CRISPR and Genetic Engineering
  • Gaussian Processes and Bayesian Inference

Frequent co-authors collaborating with Jianhua Z. Huang include:

  • Shiyuan He
  • Yan Zhong
  • Lucas M. Macri
  • Kejun He
  • Daniel Osorio

The scientist has published multiple articles in venues such as:

  • arXiv (Cornell University)
  • Bernoulli
  • Patterns
  • Journal of International Financial Markets Institutions and Money
  • Technometrics

Jianhua Z. Huang has been recognized as a SPIE Fellow since 2014 and as a Fellow of the American Statistical Association (ASA) since 2009.

Best Publications

  • Sparse principal component analysis via regularized low rank matrix approximation

    Haipeng Shen;Jianhua Z. Huang

  • Varying‐coefficient models and basis function approximations for the analysis of repeated measurements

    Jianhua Z. Huang;Colin O. Wu;Lan Zhou

  • Covariance matrix selection and estimation via penalised normal likelihood

    Jianhua Z. Huang;Naiping Liu;Mohsen Pourahmadi;Linxu Liu

  • Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements.

    Lifeng Wang;Hongzhe Li;Jianhua Z. Huang

  • Biclustering via Sparse Singular Value Decomposition

    Mihee Lee;Haipeng Shen;Jianhua Z. Huang;James Stephen Marron

  • A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems

    Pinghua Gong;Changshui Zhang;Zhaosong Lu;Jianhua Huang

  • A full scale approximation of covariance functions for large spatial data sets

    Huiyan Sang;Jianhua Z. Huang

  • Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection

    Lisha Chen;Jianhua Z. Huang

  • Local asymptotics for polynomial spline regression

    Jianhua Z. Huang

  • Functional Coefficient Regression Models for Non-linear Time Series: A Polynomial Spline Approach

    Jianhua Z. Huang;Haipeng Shen

  • Interday Forecasting and Intraday Updating of Call Center Arrivals

    Haipeng Shen;Jianhua Z. Huang

  • Projection estimation in multiple regression with application to functional ANOVA models

    Jianhua Z. Huang

  • Segmentation, Inference and Classification of Partially Overlapping Nanoparticles

    Chiwoo Park;J. Z. Huang;J. X. Ji;Yu Ding

  • Joint modelling of paired sparse functional data using principal components

    Lan Zhou;Jianhua Z. Huang;Raymond J. Carroll

  • Bootstrap consistency for general semiparametric M-estimation

    Guang Cheng;Jianhua Z. Huang

  • Identification of non-linear additive autoregressive models

    Jianhua Z. Huang;Lijian Yang

  • Sparse Linear Discriminant Analysis with Applications to High Dimensional Low Sample Size Data

    Zhihua Qiao;Lan Zhou;Jianhua Z. Huang

  • SPARSE LOGISTIC PRINCIPAL COMPONENTS ANALYSIS FOR BINARY DATA

    Seokho Lee;Jianhua Z. Huang;Jianhua Hu

  • Statistical and Computational Inverse Problems

    Faming Liang;Jianhua Huang

  • Functional dynamic factor models with application to yield curve forecasting

    Spencer Hays;Haipeng Shen;Jianhua Z. Huang

  • Analysis of call centre arrival data using singular value decomposition

    Haipeng Shen;Jianhua Z. Huang

Frequent Co-Authors

Yu Ding
Yu Ding Georgia Institute of Technology
Xin Gao
Xin Gao King Abdullah University of Science and Technology
Raymond J. Carroll
Raymond J. Carroll Texas A&M University
James W. Kolari
James W. Kolari Texas A&M University
Peng Li
Peng Li University of California, Santa Barbara
James Stephen Marron
James Stephen Marron University of North Carolina at Chapel Hill
Bani K. Mallick
Bani K. Mallick Texas A&M University
Hong Liang
Hong Liang Texas A&M University
Subrata Kundu
Subrata Kundu Central Electrochemical Research Institute
Charles Kooperberg
Charles Kooperberg Fred Hutchinson Cancer Research Center

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