基本信息
张波  男  博导  中国科学院数学与系统科学研究院
电子邮件: b.zhang@amt.ac.cn
通信地址: 北京中关村东路55号中科院数学与系统科学研究院
邮政编码: 100190

研究领域

研究领域:应用数学、计算数学,

研究方向:波传播与散射、反问题与成像、机器学习与数据挖掘的数学理论、算法与应用


招生信息

招生专业
070104-应用数学
070102-计算数学
招生方向
波传播与散射,反问题与成像,机器学习与数据挖掘

教育背景

1988-04--1991-12   英国Strathclyde大学数学系   PhD in Mathematics
1983-09--1985-12   西安交通大学数学系   理学硕士
1979-09--1983-07   山东大学数学系   理学学士
学历

博士研究生

学位

博士

工作经历

   
工作简历
2004-08~现在, 中科院数学与系统科学研究院, 中科院“****”研究员
2003-09~2007-12,英国Coventry大学数学系, Professor of Applied Mathematics
2000-09~2003-08,英国Coventry大学数学系, Reader in Applied Mathematics
1997-11~2000-08,英国Coventry大学数学系, Senior Lecturer
1995-01~1997-10,英国Brunel大学数学系, Research Fellow
1992-01~1994-12,英国Keele大学数学系, Postdoc
1985-12~1988-04,西安交通大学数学系, 助教
社会兼职
2023-05-13-今,中国工业与应用数学学会反问题与成像专业委员会, 副主任
2021-10-10-今,中国工业与应用数学学会, 秘书长
2021-10-09-今,中国工业与应用数学学会大数据与人工智能专业委员会, 副主任
2019-12-31-2023-12-31,中国数学会, 常务理事
2018-08-01-2019-08-31,国际反问题联合会, 2019年Calderon奖评奖委员会成员
2017-12-09-2021-10-09,中国工业与应用数学学会大数据与人工智能专业委员会, 副主任兼秘书长
2016-08-09-2021-10-09,中国工业与应用数学学会, 常务理事、奖励工作委员会副主任
2016-02-01-今,反问题国际联合会东亚分会(IPIA-East Asia Section), 副主席
2014-08-01-今,计算数学, 编委
2014-08-01-今,系统科学与数学, 编委
2012-10-01-2016-07-10,第七、八届反问题及相关问题国际会议, Scientific委员会委员
2011-12-31-2018-12-31,IEEE Transactions on Cybernetics, 编委
2011-01-01-今,Applicable Analysis, 编委
2009-07-31-2015-08-15,第八届国际工业与应用数学大会组委会, 宣传子委员会主任
2008-09-30-2012-06-30,中国工业与应用数学学会, 副秘书长
2007-10-01-今,计算物理, 编委
2007-09-30-2016-10-31,中国核学会计算物理学会, 常务理事
2007-01-01-今,应用数学学报(中文版), 常务编委
2007-01-01-今,应用数学学报(英文版), 编委

教授课程

数学物理方法
微积分III-B

专利与奖励

   
奖励信息
(1) 极化合成孔径雷达数据的感知理论与方法, 二等奖, 省级, 2022
(2) 中国科学院大学领雁银奖, , 院级, 2021
(3) 中国科学院优秀导师奖, 院级, 2020
(4) 中国科学院优秀导师奖, 院级, 2019
(5) 中国科学院优秀导师奖, 院级, 2013
专利成果
( 1 ) 基于多视角主动学习的在线半监督分类方法及系统, 2021, 第 5 作者, 专利号: CN110222793B

( 2 ) 基于多视角学习的极化SAR数据分类器实时更新方法, 2021, 第 5 作者, 专利号: CN108388907B

( 3 ) 极化SAR图像有监督分类方法及装置, 2020, 第 4 作者, 专利号: CN108460402B

( 4 ) 基于协同正则化和超像素的极化SAR图像分类方法, 发明专利, 2020, 第 4 作者, 专利号: CN111062445A

出版信息

发表论文
(1) Deep unfolding as iterative regularization for imaging inverse problems, INVERSE PROBLEMS, 2024, 第 4 作者
(2) Direct Imaging Methods for Reconstructing a Locally Rough Interface from Phaseless Total-Field Data or Phased Far-Field Data, SIAM Journal on Imaging Sciences, 2024, 第 3 作者
(3) A Minimax Probability Machine for Nondecomposable Performance Measures, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 通讯作者
(4) Fast density estimation for density-based clustering methods, NEUROCOMPUTING, 2023, 通讯作者
(5) Uniqueness in Inverse Diffraction Grating Problems with Infinitely Many Plane Waves at a Fixed Frequenc, SIAM Journal on Applied Mathematics, 2023, 第 3 作者
(6) Incremental Learning with Open Set Recognition for Remote Sensing Image Scene Classification, IEEE Transactions on Geoscience and Remote Sensing, 2022, 第 3 作者
(7) Online Semisupervised Active Classification for Multiview PolSAR Data, IEEE TRANSACTIONS ON CYBERNETICS, 2022, 第 5 作者
(8) Data completion algorithms and their applications in inverse acoustic scattering with limited-aperture backscattering data, JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 第 4 作者
(9) Online Semi-supervised Active Learning for Multiview PolSAR Data Classification, IEEE Transactions on Cybernetics, 2022, 第 5 作者
(10) Simultaneous recovery of a locally rough interface and the embedded obstacle with its surrounding medium, INVERSE PROBLEMS, 2022, 第 3 作者
(11) MODIFIED SAMPLING METHOD WITH NEAR FIELD MEASUREMENTS, SIAM JOURNAL ON APPLIED MATHEMATICS, 2022, 第 3 作者
(12) Time-domain PML analysis of a fluid-solid interaction problem above a rough surface, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2022, 通讯作者
(13) Near-field imaging of a locally rough interface and buried obstacles with the linear sampling method, JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 第 3 作者
(14) RECOVERING A BOUNDED ELASTIC BODY BY ELECTROMAGNETIC FAR-FIELD MEASUREMENTS, INVERSE PROBLEMS AND IMAGING, 2022, 第 3 作者
(15) A LINEAR SAMPLING METHOD FOR INVERSE ACOUSTIC SCATTERING BY A LOCALLY ROUGH INTERFACE, INVERSE PROBLEMS AND IMAGING, 2021, 第 3 作者
(16) Learning with Smooth Hinge Losses, Neurocomputing, 2021, 通讯作者
(17) Imaging of buried obstacles in a two-layered medium with phaseless far-field data, INVERSE PROBLEMS, 2021, 第 3 作者
(18) Convergence Analysis of the Uniaxial PML Method for Time-Domain Electromagnetic Scattering Problems, ESAIM: Mathematical Modelling and Numerical Analysis 55(5) (2021), 2421-2443, 2021, 第 1 作者
(19) AN APPROXIMATE FACTORIZATION METHOD FOR INVERSE ACOUSTIC SCATTERING WITH PHASELESS TOTAL-FIELD DATA, SIAM JOURNAL ON APPLIED MATHEMATICS, 2020, 第 1 作者
(20) Preface: Studies on Inverse Problems with Applications:a Collection of Papers from Chinese Scholars, Preface: Studies on Inverse Problems with Applications: a Collection of Papers from Chinese Scholars, ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 第 4 作者
(21) Uniqueness in inverse electromagnetic scattering problem with phaseless far-field data at a fixed frequency, IMA JOURNAL OF APPLIED MATHEMATICS, 2020, 第 2 作者
(22) A Time-dependent Interaction Problem Between an Electromagnetic Field and an Elastic Body, A Time-dependent Interaction Problem Between an Electromagnetic Field and an Elastic Body, ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 第 3 作者
(23) UNIQUENESS IN INVERSE ACOUSTIC AND ELECTROMAGNETIC SCATTERING WITH PHASELESS NEAR-FIELD DATA AT A FIXED FREQUENCY, INVERSE PROBLEMS AND IMAGING, 2020, 第 2 作者
(24) CONVERGENCE ANALYSIS OF THE PML METHOD FOR TIME-DOMAIN ELECTROMAGNETIC SCATTERING PROBLEMS, SIAM JOURNAL ON NUMERICAL ANALYSIS, 2020, 第 3 作者
(25) A NOVEL TENSOR-BASED FEATURE EXTRACTION METHOD FOR POLSAR IMAGE CLASSIFICATION, 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, 第 4 作者
(26) Target Reconstruction with a Reference Point Scatterer using Phaseless Far Field Patterns, SIAM JOURNAL ON IMAGING SCIENCES, 2019, 第 3 作者
(27) Uniqueness and Direct Imaging Method for Inverse Scattering by Locally Rough Surfaces with Phaseless Near-Field Data, SIAM JOURNAL ON IMAGING SCIENCES, 2019, 第 2 作者
(28) NEAR-FIELD IMAGING OF AN UNBOUNDED ELASTIC ROUGH SURFACE WITH A DIRECT IMAGING METHOD, SIAM JOURNAL ON APPLIED MATHEMATICS, 2019, 第 2 作者
(29) An online multiview learning algorithm for polsar data real-time classification, IEEEJOURNALOFSELECTEDTOPICSINAPPLIEDEARTHOBSERVATIONSANDREMOTESENSING, 2019, 通讯作者
(30) SUPERVISED POLSAR IMAGE CLASSIFICATION BY COMBININGMULTIPLE FEATURES, 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2019, 第 4 作者
(31) A non-iterative approach to inverse elastic scattering by unbounded rigid rough surfaces, INVERSE PROBLEMS, 2019, 第 3 作者
(32) Inverse Acoustic Scattering with Phaseless Far Field Data: Uniqueness, Phase Retrieval, and Direct Sampling Methods, SIAM JOURNAL ON IMAGING SCIENCES, 2019, 第 3 作者
(33) 极化合成孔径雷达图像相干斑抑制和分类方法综述, Review on PolSAR Image Speckle Reduction and Classification Methods, 自动化学报, 2019, 第 3 作者
(34) A NOVEL INTEGRAL EQUATION FOR SCATTERING BY LOCALLY ROUGH SURFACES AND APPLICATION TO THE INVERSE PROBLEM: THE NEUMANN CASE, SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2019, 第 2 作者
(35) Phaseless inverse source scattering problem: Phase retrieval, uniqueness and direct sampling methods, JOURNAL OF COMPUTATIONAL PHYSICS: X, 2019, 第 3 作者
(36) Discriminatively boosted image clustering with fully convolutional auto-encoders, PATTERN RECOGNITION, 2018, 通讯作者
(37) Fast imaging of scattering obstacles from phaseless far-field measurements at a fixed frequency, INVERSE PROBLEMS, 2018, 通讯作者
(38) Uniqueness in inverse scattering problems with phaseless far-field data at a fixed frequency. ii, SIAM JOURNAL ON APPLIED MATHEMATICS, 2018, 第 2 作者
(39) Uniqueness in inverse acoustic and electromagnetic scattering by penetrable obstacles with embedded objects, JOURNAL OF DIFFERENTIAL EQUATIONS, 2018, 通讯作者
(40) A Novel Manifold Regularized Online Semi-supervised Learning Model, COGNITIVE COMPUTATION, 2018, 第 5 作者
(41) A NEW INTEGRAL EQUATION FORMULATION FOR SCATTERING BY PENETRABLE DIFFRACTION GRATINGS, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2018, 第 2 作者
(42) AN FFT-BASED ALGORITHM FOR EFFICIENT COMPUTATION OF GREEN'S FUNCTIONS FOR THE HELMHOLTZ AND MAXWELL'S EQUATIONS IN PERIODIC DOMAINS, SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2018, 第 1 作者
(43) A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity, IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 第 7 作者
(44) Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 通讯作者
(45) 偏微分方程反问题:模型、算法和应用, 中国科学: 数学, 2018, 第 3 作者
(46) Discriminatively boosted image clustering with fully convolutional auto-encoders, PATTERN RECOGNITION, 2018, 通讯作者
(47) A Fast Algorithm of Convex Hull Vertices Selection for Online Classification., IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 通讯作者
(48) UNIQUENESS IN INVERSE SCATTERING PROBLEMS WITH PHASELESS FAR-FIELD DATA AT A FIXED FREQUENCY, SIAM JOURNAL ON APPLIED MATHEMATICS, 2018, 第 2 作者
(49) An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification, 2018 24th International Conference on Pattern Recognition (ICPR), 2018, 第 3 作者
(50) Recovering an elastic obstacle containing embedded objects by the acoustic far-field measurements, INVERSE PROBLEMS, 2018, 第 3 作者
(51) An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification, 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018, 第 4 作者
(52) A Direct Imaging Method for Inverse Scattering by Unbounded Rough Surfaces, SIAM JOURNAL ON IMAGING SCIENCES, 2018, 第 2 作者
(53) Local discriminant canonical correlation analysis for supervised PolSAR image classfication, IEEE Geoscience and Remote Sensing Letters 14(11), 2102-2106, 2017, 第 1 作者
(54) ANALYSIS OF TRANSIENT ACOUSTIC-ELASTIC INTERACTION IN AN UNBOUNDED STRUCTURE, SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2017, 第 3 作者
(55) POLSAR DATA ONLINE CLASSIFICATION BASED ON MULTI-VIEW LEARNING, 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017, 第 3 作者
(56) Recovering scattering obstacles by multi-frequency phaseless far-field data, JOURNAL OF COMPUTATIONAL PHYSICS, 2017, 第 1 作者
(57) PolSAR Data Online Classification Based on Multi-view Learning, 2017, 第 3 作者
(58) Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 第 2 作者
(59) Imaging of locally rough surfaces from intensity-only far-field or near-field data, INVERSE PROBLEMS, 2017, 通讯作者
(60) SAR target configuration recognition based on the biologically inspired model, NEUROCOMPUTING, 2017, 通讯作者
(61) An approximate factorization method for inverse medium scattering with unknown buried objects, INVERSE PROBLEMS, 2017, 第 3 作者
(62) The Kirsch-Kress method for inverse scattering by infinite locally rough interfaces, APPLICABLE ANALYSIS, 2017, 通讯作者
(63) NFLB dropout: Improve generalization ability by dropping out the best -A biologically inspired adaptive dropout method for unsupervised learning, 2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, 第 4 作者
(64) A Novel Manifold Regularized Online Semi-supervised Learning Algorithm, NEURAL INFORMATION PROCESSING, ICONIP 2016, PT I, 2016, 第 5 作者
(65) A New Algorithm for Optimizing TV-Based PolSAR Despeckling Model, IEEE SIGNAL PROCESSING LETTERS, 2016, 通讯作者
(66) Near-field imaging of obstacles with the factorization method: fluid-solid interaction, INVERSE PROBLEMS, 2016, 通讯作者
(67) Efficient Fisher Discrimination Dictionary Learning, SIGNAL PROCESSING, 2016, 第 3 作者
(68) Efficient isometric multi-manifold learning based on the self-organizing method, INFORMATION SCIENCES, 2016, 第 4 作者
(69) SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 通讯作者
(70) Near-field imaging of periodic interfaces in multilayered media, INVERSE PROBLEMS, 2016, 通讯作者
(71) A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 通讯作者
(72) VARIATIONAL APPROACH TO SCATTERING BY UNBOUNDED ROUGH SURFACES WITH NEUMANN AND GENERALIZED IMPEDANCE BOUNDARY CONDITIONS, COMMUNICATIONS IN MATHEMATICAL SCIENCES, 2015, 第 4 作者
(73) On Equivalence of l(1) Norm Based Basic Sparse Representation Problems, 2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2015, 第 3 作者
(74) A Variational Model for PolSAR Data Speckle Reduction Based on the Wishart Distribution, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 通讯作者
(75) Enhanced HMAX model with feedforward feature learning for multiclass categorization., FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2015, 通讯作者
(76) 分解法在声波反散射问题中的最新进展, 中国科学数学, 2015, 第 2 作者
(77) Speeding Up Graph Regularized Sparse Coding by Dual Gradient Ascent, IEEE SIGNAL PROCESSING LETTERS, 2015, 第 3 作者
(78) A Variational Model for PolSAR Data Speckle Reduction Based on the Wishart Distribution, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 第 3 作者
(79) 分解法在声波反散射问题中的最新进展 献给林群教授80华诞, 中国科学:数学, 2015, 第 2 作者
(80) Near-field imaging of scattering obstacles with the factorization method, INVERSE PROBLEMS, 2014, 第 3 作者
(81) Tensor Global and Local Discriminant Embedding for SAR Target Configuration Recognition, 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, 第 3 作者
(82) Dimensionality reduction: An interpretation from manifold regularization perspective, INFORMATION SCIENCES, 2014, 第 4 作者
(83) Online Classification for SAR Target Recognition Based on SVM and Approximate Convex Hull Vertices Selection, 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, 第 4 作者
(84) Near-field imaging of periodic inhomogeneous media, INVERSE PROBLEMS, 2014, 第 2 作者
(85) RECONSTRUCTION OF COMPLEX OBSTACLES WITH GENERALIZED IMPEDANCE BOUNDARY CONDITIONS FROM FAR-FIELD DATA, SIAM JOURNAL ON APPLIED MATHEMATICS, 2014, 第 2 作者
(86) Online classification for SAR target recognition based on SVM and approximate convex hull vertices selection, IEEE WORLD CONGRESSON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, 第 4 作者
(87) PolSAR Image Despeckling Based on the Wishart Distribution and Total Variation Regularization, 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, 第 2 作者
(88) THE FACTORIZATION METHOD FOR RECONSTRUCTING A PENETRABLE OBSTACLE WITH UNKNOWN BURIED OBJECTS, SIAM JOURNAL ON APPLIED MATHEMATICS, 2013, 第 2 作者
(89) An Explicit Nonlinear Mapping for Manifold Learning., IEEE TRANSACTIONS ON CYBERNETICS, 2013, 第 4 作者
(90) A NOVEL INTEGRAL EQUATION FOR SCATTERING BY LOCALLY ROUGH SURFACES AND APPLICATION TO THE INVERSE PROBLEM, SIAM JOURNAL ON APPLIED MATHEMATICS, 2013, 第 2 作者
(91) The factorization method for inverse elastic scattering from periodic structures, INVERSE PROBLEMS, 2013, 第 3 作者
(92) RECONSTRUCTION OF PENETRABLE GRATING PROFILES, INVERSE PROBLEMS AND IMAGING, 2013, 第 2 作者
(93) A Newton method for a simultaneous reconstruction of an interface and a buried obstacle from far-field data, INVERSE PROBLEMS, 2013, 第 2 作者
(94) Online support vector machine based on convex hull vertices selection., IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 第 3 作者
(95) Optimal error estimates and modified energy conservation identities of the ADI-FDTD scheme on staggered grids for 3D Maxwell’s equations, SCIENCE CHINA-MATHEMATICS, 2013, 通讯作者
(96) Discriminative Sparsity Preserving Projections for Semi-Supervised Dimensionality Reduction, IEEE SIGNAL PROCESSING LETTERS, 2012, 第 4 作者
(97) INVERSE SCATTERING BY AN INHOMOGENEOUS PENETRABLE OBSTACLE IN A PIECEWISE HOMOGENEOUS MEDIUM, INVERSE SCATTERING BY AN INHOMOGENEOUS PENETRABLE OBSTACLE IN A PIECEWISE HOMOGENEOUS MEDIUM, ACTA MATHEMATICA SCIENTIA, 2012, 第 2 作者
(98) A sampling method for the inverse transmission problem for periodic media, INVERSE PROBLEMS, 2012, 第 2 作者
(99) Uniqueness results in the inverse scattering problem for periodic structures, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2012, 通讯作者
(100) A new embedding quality assessment method for manifold learning, NEUROCOMPUTING, 2012, 第 3 作者
(101) An inverse scattering problem for a layered periodic structure, APPLICABLE ANALYSIS, 2012, 通讯作者
(102) A linear sampling method for inverse problems of diffraction gratings of mixed type, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2012, 通讯作者
(103) Stability and superconvergence analysis of the FDTD scheme for the 2D Maxwell equations in a lossy medium, SCIENCE CHINA-MATHEMATICS, 2011, 第 2 作者
(104) A New Algorithm for Robust Pedestrian Tracking Based on Manifold Learning and Feature Selection, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 第 3 作者
(105) An improved local tangent space alignment method for manifold learning, PATTERN RECOGNITION LETTERS, 2011, 通讯作者
(106) Stable Sensorless Localization of 3-D Objects, IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2011, 第 3 作者
(107) Tracking feature extraction based on manifold learning framework, JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2011, 第 3 作者
(108) Inverse electromagnetic scattering problems by a doubly periodic structure, METHODS AND APPLICATIONS OF ANALYSIS, 2011, 第 2 作者
(109) Sparse regularization for semi-supervised classification, PATTERN RECOGNITION, 2011, 通讯作者
(110) An inverse electromagnetic scattering problem for a bi-periodic inhomogeneous layer on a perfectly conducting plate, APPLICABLE ANALYSIS, 2011, 通讯作者
(111) The linear sampling method for the inverse electromagnetic scattering by a partially coated bi-periodic structure, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2011, 通讯作者
(112) A New Algorithm for Robust Pedestrian Tracking Based on Manifold Learning and Feature Selection, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 第 3 作者
(113) An inverse transmission scattering problem for periodic media, INVERSE PROBLEMS, 2011, 第 2 作者
(114) Tracking uncooperative person using a dynamic vision platform, TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2011, 第 3 作者
(115) Stability and superconvergence analysis of the FDTD scheme for the 2D Maxwell equations in a lossy medium, Stability and superconvergence analysis of the FDTD scheme for the 2D Maxwell equations in a lossy medium, 中国科学:数学英文版, 2011, 第 2 作者
(116) A remark on the Lipschitz estimates of solutions to Navier-Stokes equations, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2010, 第 2 作者
(117) Uniqueness in the inverse scattering problem in a piecewise homogenous medium, Inverse Problems 26, 015002 (14pp), 2010, 通讯作者
(118) Unique determination of a sound-soft ball by the modulus of a single far field datum, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2010, 通讯作者
(119) Learning an Intrinsic-Variable Preserving Manifold for Dynamic Visual Tracking, IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 第 3 作者
(120) A uniqueness result for the inverse electromagnetic scattering problem in a two-layered medium, INVERSE PROBLEMS, 2010, 第 2 作者
(121) An online core vector machine with adaptive MEB adjustment, PATTERN RECOGNITION, 2010, 通讯作者
(122) The inverse electromagnetic scattering problem in a piecewise homogeneous medium, INVERSE PROBLEMS, 2010, 第 2 作者
(123) Local well-posedness of the viscous rotating shallow water equations with a term of capillarity, ZAMM-ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 2010, 第 2 作者
(124) Direct and inverse problems for electromagnetic scattering by a doubly periodic structure with a partially coated dielectric, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2010, 通讯作者
(125) An online core vector machine with adaptive MEB adjustments, Pattern Recognition 43, 3468-3482, 2010, 通讯作者
(126) DIRECT AND INVERSE OBSTACLE SCATTERING PROBLEMS IN A PIECEWISE HOMOGENEOUS MEDIUM, SIAM JOURNAL ON APPLIED MATHEMATICS, 2010, 第 2 作者
(127) Intrinsic dimension estimation of manifolds by incising balls, PATTERN RECOGNITION, 2009, 通讯作者
(128) A uniqueness result for the inverse electromagnetic scattering problem in a piecewise homogeneous medium, APPLICABLE ANALYSIS, 2009, 通讯作者
(129) Unique determination of a perfectly conducting ball by a finite number of electric far field data, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2009, 通讯作者
(130) Self-Similar Solutions for Nonlinear Schrodinger Equations, MATHEMATICAL PROBLEMS IN ENGINEERING, 2009, 
(131) Well-posedness of the Cauchy problem for the fractional power dissipative equations, NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2008, 第 3 作者
(132) Splitting finite difference methods on staggered grids for the three-dimensional time-dependent Maxwell equations, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2008, 通讯作者
(133) The splitting finite-difference time-domain methods for Maxwell's equations in two dimensions, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2007, 通讯作者
(134) Strong solutions to the nonlinear heat equation in homogeneous Besov spaces, NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2007, 第 3 作者
(135) A simple decomposition algorithm for support vector machines with polynomial-time convergence, PATTERN RECOGNITION, 2007, 通讯作者
(136) Blow-up criterion of strong solutions to the Navier–Stokes equations in Besov spaces with negative indices, JOURNAL OF DIFFERENTIAL EQUATIONS, 2007, 通讯作者
(137) Global asymptotic stability of Cohen-Grossberg neural networks with multiple discrete delays, ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2007, 第 4 作者
(138) Global well-posedness of the Cauchy problem for nonlinear Schrodinger-type equations, DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS, 2007, 第 2 作者
(139) Well-posedness for the incompressible magneto-hydrodynamic system, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2007, 通讯作者
(140) BESOV SPACES AND SELF-SIMILAR SOLUTIONS FOR NONLINEAR EVOLUTION EQUATIONS, JOURNAL OF PARTIAL DIFFERENTIAL EQUATIONS, 2006, 第 2 作者
(141) Convergence of a new decomposition algorithm for support vector machines, COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS, 2006, 第 3 作者
(142) Invertibility of convolution operators arising in problems of wave diffraction by a strip with reactance and Dirichlet conditions, Journal for the Analysis and its Applications 24, 545-560, 2005, 第 1 作者
(143) A critical analysis on global convergence of Hopfield-type neural networks, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2005, 
(144) Global well-posedness for the Klein-Gordon equations below the energy norm, J. Partial Differential Equations 17, 97-121, 2004, 第 1 作者
(145) The Cauchy problem for semilinear parabolic equations in Besov spaces, HOUSTON JOURNAL OF MATHEMATICS, 2004, 
(146) A comparative study on two modelling approaches in neural networks, Neural Networks 17, 73-85, 2004, 第 1 作者
(147) Error estimates for mixed finite element approximations of the viscoelasticity wave equation, MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2004, 
(148) Numerical analysis of graded mesh methods for a class of second kind integral equations on the real line, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2004, 
(149) Integral equation methods for scattering from infinite rough surfaces, Math. Methods Appl. Sci. 26, 463-488, 2003, 第 1 作者
(150) A reference model approach to stability analysis of neural networks., IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. PART B, CYBERNETICS : A PUBLICATION OF THE IEEE SYSTEMS, MAN, AND CYBERNETICS SOCIETY, 2003, 第 4 作者
(151) Hs-global well-posedness for semilinear wave equations, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2003, 
(152) An efficient algorithm for electromagnetic scattering from rough surfaces using a single integral equation and multilevel sparse-matrix canonical-grid method, IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2003, 
(153) A generalised collectively compact operator theory with an application to integral equations on unbounded domains, J. Integral Equations Appl. 14, 11-52, 2002, 第 1 作者
(154) An explicit fourth-order staggered finite-difference time-domain method for Maxwell's equations, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2002, 
(155) An Explicit Fourth-Order Orthogonal Curvilinear Staggered-Grid FDTD Method for Maxwell's Equations, JOURNAL OF COMPUTATIONAL PHYSICS, 2002, 
(156) Multilevel expansion of the sparse-matrix canonical grid method for two-dimensional random rough surfaces, IEEETRANSACTIONSONANTENNASANDPROPAGATION, 2001, 
(157) On the Solvability of Second Kind Integral Equations on the Real Line, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2000, 
(158) Commutator estimates, Besov spaces and scattering problems for the acoustic wave propagation in perturbed stratified media, Math. Proc. Cambridge Philos. Soc. 128, 177-192, 2000, 第 1 作者
(159) A finite element method for a unidimensional single-phase nonlinear free boundary problem in groundwater flow, IMA JOURNAL OF NUMERICAL ANALYSIS, 1999, 
(160) Scattering by Infinite One-Dimensional Rough Surfaces, PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1999, 
(161) A simple Taylor-series expansion method for a class of second kind integral equations, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 1999, 
(162) Scattering of electromagnetic waves by rough interfaces and inhomogeneous layers, SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 1999, 
(163) Electromagnetic scattering by an inhomogeneous conducting or dielectric layer on a perfectly conducting plate, PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1998, 
(164) Acoustic Scattering by an Inhomogeneous Layer on a Rigid Plate, SIAM JOURNAL ON APPLIED MATHEMATICS, 1998, 
(165) Radiation condition and limiting amplitude principle for acoustic propagators with two unbounded media, PROCEEDINGS OF THE ROYAL SOCIETY OF EDINBURGH SECTION A-MATHEMATICS, 1998, 
(166) A Uniqueness Result for Scattering by Infinite Rough Surfaces, SIAM JOURNAL ON APPLIED MATHEMATICS, 1998, 
(167) 关于取值于局部凸空间中集值映射的积分, 系统科学与数学, 1998, 第 2 作者
(168) On the Solvability of a Class of Second Kind Integral Equations on Unbounded Domains, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1997, 
(169) On the limiting absorption and amplitude principles for transmission problems with unbounded interfaces, MATHEMATICAL PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, 1997, 
(170) THE RADIATION OF SOUND FROM A FINITE RING-FORCED CYLINDRICAL ELASTIC SHELL .1. WIENER-HOPF ANALYSIS, PROCEEDINGS OF THE ROYAL SOCIETY-MATHEMATICAL AND PHYSICAL SCIENCES, 1995, 
(171) On transmission problems for wave propagation in two locally perturbed half-spaces, MATHEMATICAL PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, 1994, 第 1 作者
(172) Lorentz序列空间的装球问题, 数学学报, 1994, 第 1 作者
(173) Spectral representation and scattering theory for the wave equation with two unbounded media, MATHEMATICAL PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, 1993, 第 2 作者
(174) On Sommerfeld radiation conditions for the diffraction problem with two unbounded media, PROCEEDINGS OF THE ROYAL SOCIETY OF EDINBURGH: SECTION A. MATHEMATICS, 1992, 第 2 作者
发表著作
(1) 偏微分方程的调和分析方法, Harmonic Analysis Methods for Partial Differential Equations, 科学出版社, 2008-01, 第 2 作者

科研活动

   
科研项目
( 1 ) 中科院“****”项目, 负责人, 国家任务, 2004-08--2009-02
( 2 ) 国家基金委面上项目“无穷曲面电磁散射问题的快速积分方程法”, 负责人, 国家任务, 2007-01--2009-12
( 3 ) 973项目子课题“非结构化数据的数学建模与机器学习”, 参与, 国家任务, 2007-01--2011-12
( 4 ) 国家863计划“智能机器人技术专题”项目课题“复杂环境下具有自主性和学习功能的可实现高精度操作的智能机器人技术”, 负责人, 国家任务, 2007-10--2009-09
( 5 ) 国家基金委重大研究计划“视听觉信息的认知计算”培育项目“多种路况下基于车载平台的通用视觉感知模块技术研究”, 负责人, 国家任务, 2009-01--2011-12
( 6 ) 国家基金委面上项目“无穷曲面反散射问题的理论与数值方法研究”, 负责人, 国家任务, 2011-01--2013-12
( 7 ) 国家基金委与德国科学基金会、芬兰科学院国际合作研究项目“带有阻尼边界的逆散射问题”, 参与, 国家任务, 2011-01--2013-12
( 8 ) 国家基金委重点项目“稀疏信息处理数学理论与方法”, 参与, 国家任务, 2012-01--2016-12
( 9 ) 国家基金委面上项目“基于光学和声学信息融合实现水下目标的智能识别与跟踪的技术研究和应用”, 负责人, 国家任务, 2014-01--2017-12
( 10 ) 国家基金委重大研究计划“高性能科学计算的基础算法与可计算建模”培育项目“基于不完备数据的声波和电磁波反散射问题的理论和数值算法”, 负责人, 国家任务, 2015-01--2017-12
( 11 ) 国家基金委重大研究计划“高性能科学计算的基础算法与可计算建模”集成项目“波传播反问题的数学分析、计算方法及应用”, 参与, 国家任务, 2017-01--2019-12
( 12 ) 国家重点研发计划变革性技术关键科学问题专项项目“高分辨率地震实时成像理论与技术”, 参与, 国家任务, 2019-09--2024-08
( 13 ) 国家自然科学基金数学天元基金-琶洲实验室“数学与医疗健康交叉重点专项”项目“分布式超快核磁共振成像的数学理论与算法”, 参与, 国家任务, 2020-01--2022-12
( 14 ) 反问题与机器学习算法与分析, 负责人, 国家任务, 2019-06--2022-06
( 15 ) 国家重点研发计划引力波探测专项项目“检验质量电荷管理方法和技术研究”课题“检验质量电荷控制需求分析及仿真验证”, 负责人, 国家任务, 2021-11--2026-10

指导学生

已指导学生

黄懿  硕士研究生  070104-应用数学  

宋雷  硕士研究生  070104-应用数学  

胡广辉  博士研究生  070104-应用数学  

曲风龙  博士研究生  070104-应用数学  

刘晓东  博士研究生  070104-应用数学  

张鹏  博士研究生  070104-应用数学  

樊明宇  博士研究生  070104-应用数学  

王迪  博士研究生  070104-应用数学  

杨家青  博士研究生  070104-应用数学  

张海文  博士研究生  070104-应用数学  

张汝明  博士研究生  070104-应用数学  

李建梁  博士研究生  070104-应用数学  

聂祥丽  博士研究生  070102-计算数学  

丁曙光  博士研究生  070104-应用数学  

冯鹏斌  硕士研究生  070104-应用数学  

黄夏渊  博士研究生  070104-应用数学  

李冯福  博士研究生  070104-应用数学  

徐小绪  博士研究生  070104-应用数学  

刘晓莉  博士研究生  070104-应用数学  

尹沛劼  博士研究生  070104-应用数学  

魏昌坤  博士研究生  070104-应用数学  

刘春  博士研究生  070104-应用数学  

罗俊如  博士研究生  070104-应用数学  

许锐航  博士研究生  070104-应用数学  

司苏亮  博士研究生  070104-应用数学  

程涤非  博士研究生  070104-应用数学  

现指导学生

胡乔  博士研究生  070104-应用数学  

罗子茗  博士研究生  070104-应用数学  

殷乾元  博士研究生  070104-应用数学  

张云峰  博士研究生  070104-应用数学  

李凯  博士研究生  070104-应用数学  

董越  硕士研究生  070104-应用数学  

周钰渊  硕士研究生  070104-应用数学  

郑天一  博士研究生  070104-应用数学  

邓皓  硕士研究生  070104-应用数学  

田佳露  博士研究生  070104-应用数学