Biography

Research Interest

• Research and development of machine learning neural network algorithms driven by both data and existing domain knowledge. The algorithms can be applied to the construction of real-time, efficient, accurate, and stable digital twins for industrial internet.

Education Experience

• 1991 - 1993 | Massachusetts Institute of Technology | Mechanical Engineering | Doctor
• 1989 - 1991 | Massachusetts Institute of Technology | Physical Oceanography | Master
• 1987 - 1989 | University of Michigan | Computational Mathematics | Master
• 1982 - 1984 | Peking University | Computational Fluid Dynamics | Master
• 1978 - 1982 | Zhejiang University | Fluid Dynamics | Bachelor

Work Experience

• 2024 - -- | Qiuzhen College, Tsinghua University | Part-time Professor
• 2020 - -- | BIMSA | Professor
• 2019 - 2020 | Zhejiang University of Technology | Part-time Professor
• 2017 - 2020 | Center for Big Data Research, Zhejiang China Light Textile City Group Co., Ltd. | Director
• 2015 - 2020 | Institute of Data Sciences, Tsinghua University | Rong Research Fellow
• 2012 - 2017 | Hangzhou Shuneng Scitech Corp. | Chief Technology Officer
• 2010 - 2015 | East China Normal University | Visiting Professor
• 2004 - 2011 | Systems Analytics | Founder, President
• 2001 - 2004 | Delta Search Labs | Vice President of Engineering
• 2000 - 2001 | Sparkice E-commerce Corp. | Vice President of Technology
• 1997 - 2000 | Aerodyne Research Inc. | Principal Engineer
• 1995 - 1996 | BlazeTech Corporation | Senior Engineer
• 1993 - 1995 | Earth Technology Corp. | Consulting Engineer
• 1985 - 1987 | Institute of Oceanology, CAS | Assistant Research Fellow

Honors and Awards

• -- | Current Project: Derive the Load Spectra of Actuator Durability with Uncertain Data and Models （COMAC） | Two Years
• -- | Current Project: Development of a 4D Spatiotemporal Simulation Model and an Early Yield Prediction Model for Solid-State Fermentation （Guizhou Maotai） | Three Years
• -- | First place in the Micro Array Quality Control (MAQC) competition hosted by the US Food and Drug Administration
• -- | First place in the Alibaba Qianlima Industrial Big Data Competition | Twice
• -- | Third place in the Second China Industrial Internet Competition
• -- | Second place in the First China Industrial Internet Competition
• -- | Frequent invited keynote speakers at various conferences
• -- | As a Principal Investigator, he won and presided over 20 research projects funded and awarded by governments and major corporations.
• -- | National High-Level Foreign Expert
• -- | National Specially-Appointed Expert

Publication

• [1] MF Endalew , X Zhang, Effect of Magnetic Field Inclination on Radiative MHD Casson Fluid Flow over a Tilted Plate in a Porous Medium Using a Caputo Fractional Model, Fractal and Fractional (2025)
• [2] Xiaoming Zhang, Yuzhong Hu, and Yiming Zhang , An Affinity Based Opinion Dynamics Model for the Evolving Pattern of Political Polarization, Frontiers in Physics, 13-2025, 14 (2025)
• [3] Yuzhong Hu, Jiayi Kang, Lei Ma, and Xiaoming Zhang, A novel implementation of Yau-Yau filter for time-variant nonlinear problems, Data Analytics and Topology (2025)
• [4] MF Endalew , X Zhang, Analysis of Navier slip effects in ionized power-law hybrid nanofluid flow through a Darcy–Forchheimer porous medium with modified Fourier heat transfer, Partial Differential Equations in Applied Mathematics, 16 (2025)
• [5] MF Endalew , X Zhang, Unsteady Radiative MHD Casson Fluid Flow Over an Impulsively Started Porous Plate with Caputo Fractional Derivatives, Engineering reports, Wiley, 2025(7), 17 (2025)
• [6] Haihua Xie, Miao He, Xiaoming Zhang, Lin Liu, and Philip S. Yu, OpenNOD: Modeling Event-Driven Opinion Dynamics in Open Social Networks, accepted by IEEE Transactions on Big Data (2025)
• [7] Endalew Mehari Fentahun, Xiaoming Zhang, Application of Modified Laplace Variational Iteration Hybrid Approach for Solving Time-Fractional Fourth-Order Parabolic PDE, Journal of Applied Mathematics, Wiley, 2025, 11 (2025)
• [8] Jiayi Kang, Yuzhong Hu, Lei Ma, Xiaomin Zhang and Stephen Shing-Toung Yau, A variational approach for solving filtering problem via Yau-Yau algorithm (2025)
• [9] Endalew Mehari Fentahun, Xiaoming Zhang, Consequence of Magnetic Field Inclination on Radiative MHD Casson Fluid Flow Over a tilted Porous Plate Using Caputo Fractional Model (2025)
• [10] MF Endalew, XJ Zhang, S Sarkar, Response Surface Analysis of Axisymmetric Marangoni Flow under Combined Pressure Work and Buoyancy Effects, Results in Engineering, 30, 110828 (2026)
• [11] MF Endalew , XJ Zhang, Dissipative Forces and Melting Effects on Hydromagnetic Tangent Hyperbolic Nanofluid Flow Past a Variable Permeable Wedge, ZAMM - Journal of Applied Mathematics and Mechanics , 106(4) (2026)
• [12] Endalew Mehari Fentahun, Xiaoming Zhang, Influence of Navier Slip on Ionized Darcy–Forchheimer Power-Law Hybrid Nanofluid Flow over a Stretching Surface with a Modified Fourier's Law (2025)
• [13] Miao He, and Xiaoming Zhang, Affinity, value homophily, and opinion dynamics: The coevolution between affinity and opinion, PLoS ONE, 18(2023), 11, e0294757
• [14] Xianan Qin, Yuqing Zeng, and Xiaoming Zhang, A constant-law model for the filtering rate of nonwoven fabrics, JOURNAL OF THE TEXTILE INSTITUTE, 114(2022), 11, 1-4
• [15] Zhiwen Tu, Congwei Song, Xianan Qin, Zhang, Xiaoming John, Improving the Prfomance of Industrial Dyeing Recipe Models by Taking Logtransform in the Data Pre-processing, 2022 International Symposium on Design Studies and Intelligence Engineering (DSIE2022) (2022)
• [16] 宋丛威,张晓明, 基于非负矩阵分解的全球贸易缺失数据填补, 计算机科学与应用, 12(9), 2094-2105 (2022)
• [17] 宋丛威，张晓明, 基于PyMC的线性混合模型及其在印染工业上的应用, 电脑与信息技术, (), -, 2022(2022)
• [18] 张萍，张晓明, 特定贸易关系变化下中国出口竞争力变化, 全国流通经济, 2022(29), 12-17 (2022)
• [19] 宋丛威，张晓明, 增量Bayes线性回归算法的构造与工业应用, (), -, 2021(2021)
• [20] Xianan Qin, and Xiaoming Zhang, An industrial dyeing recipe recommendation system for textile fabrics based on data-mining and modular architecture design, IEEE Access, 9(2021), 136105-136110
• [21] 宋丛威, 张晓明, 基于对称百分误差的线性回归及其在印染工业上的应用, 智能计算机与应用, (), -, 2021(2021)
• [22] SEQC/MAQC-III Consortium, A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium, Nature Biotechnology, 9(2014), 32, 903-914
• [23] Metabolic profiling in Caenorhabditis elegans provides an unbiased approach to investigations of dosage dependent lead toxicity, Metabolomics(9), 189-201 (2012)
• [24] MAQC Consortium, The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models, Nature Biotechnology, 28(2010), 8, 827-840
• [25] Jung Eun Choi, Hyon Bok Cho, Consistency of predictive signature genes and classifiers generated using different microarray platforms, The Pharmacogenomics Journal, 10(3), 247–257 (2010)
• [26] (2010)
• [27] A comparison of batch effect removal methods for enhancement of prediction performance using MAQC-II microarray gene expression data, The Pharmacogenomics Journal, 2010, 10(4): 278-291
• [28] null, Genomic indicators in the blood predict drug-induced liver injury, The Pharmacogenomics Journal, 4(10), 267-277 (2010)
• [29] 张晓明, 俞晓东, 标准化染料信息管理系统(2022-5-20) (2000)
• [30] 张晓明，施燕倩 ; 一种印染设计及生产过程基本诊断系统、设备及方法, 2021-11-26, 中国, ZL 2019 1 0764868.1 (发明专利)
• [31] 张晓明, 一种印染工业互联网平台、设备及系统 (1998)
• [32] 张晓明，谢伟刚, 一种投票信息处理方法、装置及系统 (1997)