陈宗海
中国科学技术大学教授、博士生导师
陈宗海，男，1963年12月生，安徽省桐城市人，博士，教授、博士生导师。1988年毕业于中国科学技术大学系统科学与管理科学系，1991年获控制理论与控制工程专业硕士学位并留校任教，1995年晋升副教授，1998年晋升教授。长期从事复杂系统建模与仿真、、机器智能、共融机器人、与微电网能源系统等领域的研究。主持、、等多项国家级和省部级科研项目，发表学术论文400余篇，出版著作3部，获省部级科技奖励15项，申请国家专利逾40项。现任（IFAC）技术委员会委员，中国自动化学会、等多个学术组织理事或主任委员。
人物经历
1988年毕业于中国科学技术大学系统科学与管理科学系。1991年在中国科学技术大学控制理论与控制工程专业获硕士学位，并留校任教。1995年5月晋升副教授，1998年5月晋升教授。
社会兼职
现任国际自动控制联合会（IFAC）技术委员会委员，中国自动化学会理事，中国仿真学会常务理事，中国自动化学会系统仿真专业委员会主任，中国仿真学会仿真技术应用专业委员会主任，仿真应用委员会副理事长。
研究方向
- 复杂系统建模、仿真与控制
- 模式识别与机器智能，共融机器人科学与技术
- 新能源汽车与微电网的能源系统理论方法
科研项目
先后承担国家自然科学基金项目、863计划项目、部委重点实验室基金项目、985工程建设项目、省市科技计划项目、人才基金项目以及多项大中型企业科技攻关项目。
- 国家自然科学基金项目：“灰色定性仿真理论、算法及典型应用研究”
- 多媒体计算与通信教育部-微软重点实验室科研基金项目：“基于鲁棒估计的算法研究”
- 横向合作项目：“安徽电网负荷突变智能预测系统”
- 市科技计划项目：“工业过程优化协调控制器”
出版图书
《量子控制导论》，，2005年，作者陈宗海、张陈斌。
科研成果
发表学术论文400余篇，出版学术著作3部，申请国家专利超过40项。2000年获中国科学院盈科优秀青年学者奖。
获得荣誉
获省部级科学技术奖15项，2017—2019年连续三年获中国科学院优秀导师奖，2017年获中国科学院“朱李月华”优秀教师奖。
- “丁烯氧化脱氢装置计算机仿真系统”，1992年获部级（中石化）科技进步三等奖。
- “催化裂化能量回收机组计算机仿真系统”，1994年获部级（中石化）科技进步三等奖。
- “齐鲁石化苯乙烯全流程DCS仿真培训系统”，1995年获部级（中石化）科技进步三等奖。
- “装置全流程仿真系统”，1996年获部级（中石化）科技进步三等奖。
- “装置全流程仿真培训系统”，1996年获部级（中石化）科技进步三等奖。
- 国务院重点工程——改扩建工程配套项目“乙烯全流程仿真及DETECE通用工业过程DCS仿真器”，1996年获部级（中石化）科技进步二等奖。
- “苯乙烯全流程DCS仿真系统”，1997年获安徽省高校科技进步二等奖。
- “腈纶装置全流程仿真系统”，1997年获安徽省科技进步三等奖。
- “催化裂化能量回收机组数字模批计算机培训系统”，1997年获部级（中石化）科技进步三等奖。
- “乙烯全流程仿真培训系统”，1998年获部级（中科院）科技进步三等奖。
- “宽馏份连续重整装置全流程仿真培训系统”，1999年通过部级（中石化）鉴定。
- 著作《过程系统建模与仿真》，1999年获教育部科技进步三等奖。
曾获中国科学院盈科优秀青年学者奖、安徽省青年科学家提名奖，为享受专家。
论文专著
著作
- 《量子控制导论》，中国科学技术大学出版社，2005年。
- 《过程系统建模与仿真》，中国科学技术大学出版社，1997年。
论文
(1) State-of-health estimation for the lithium-ion battery based on support vector regression, Applied Energy, 2018, 227: 273–283 (IF=8.426)
(2) Battery Health Prognosis Using Brownian Motion Modeling and Particle Filtering, Transactions on Industrial Electronics, 2018, 65(11): 8646–8655 (IF=7.503)
(3) Energy Management Strategy for Grid-tied Microgrids considering the Energy Storage Efficiency, IEEE Transactions on Industrial Electronics, 2018, 65(12): 9539–9549 (IF=7.503)
(4) Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-ion Batteries Using Particle Filter and Support Vector Regression, IEEE Transactions on Industrial Electronics, 2018, 65(7): 5634–5643 (IF=7.503)
(5) Framework for estimating distance and dimension attributes of pedestrians in real-time environments using monocular camera, Neurocomputing, 2018, 275: 533–545 (IF=4.072)
(6) Appearance-based pedestrians' head pose and body orientation estimation using deep learning, Neurocomputing, 2018, 272: 647–659 (IF=4.072)
(7) A novel qualitative motion model based probabilistic indoor global localization method, Information Sciences, 2018, 429: 284–295 (IF=5.524)
(8) Person re-identification post-rank optimization via hypergraph-based learning, Neurocomputing, 2018, 287: 143–153 (IF=4.072)
(9) A novel method for lithium-ion battery state of energy and state of power estimation based on multi-time-scale filter, Applied Energy, 2018, 216: 442–451 (IF=8.426)
(10) A novel approach of remaining discharge energy prediction for large format lithium-ion battery pack, Journal of Power Sources, 2017, 343: 216–225 (IF=6.333)
(11) System state estimation and optimal energy control framework for multicell lithium-ion battery system, Applied Energy, 2017, 187: 37–49 (IF=5.764)
(12) Modeling and state-of-charge prediction of lithium-ion battery and ultracapacitor hybrids with a co-estimator, Energy, 2017, 121: 739–750 (IF=4.292)
(13) On-line battery state-of-charge estimation based on an integrated estimator, Applied Energy, 2017, 185: 2026–2032 (IF=5.764)
(14) Robust Visual Tracking Based on Hierarchical Appearance Model, Neurocomputing, 2017, 221: 108–122 (IF=2.392)
(15) An adaptive traffic signal coordination optimization method based on vehicle-to-infrastructure communication, Cluster Computing, 2016, 19(3): 1503–1514
(16) An online model-based method for state of energy estimation of lithium-ion batteries using dual filters, Journal of Power Sources, 2016, 301: 277–286 (IF=6.333)
(17) Online state of charge estimation and open circuit voltage hysteresis modeling of LiFePO4 battery using invariant imbedding method, Applied Energy, 2016, 162: 163–171 (IF=5.764)
(18) A Method for State-of-charge Estimation of LiFePO4 Batteries Based on a Dual-Circuit State Observer, Journal of Power Sources, 2015, 296: 23–29 (SCI一区，工程技术类TOP)
(19) A method for state of energy estimation of lithium-ion batteries based on neural network model, Energy, 2015, 90: 879–888 (SCI一区)
(20) An adaptive remaining energy prediction approach for lithium-ion batteries in electric vehicles, Journal of Power Sources, 2016, 305: 80–88 (IF=6.333)
(21) Multi-camera handoff for person re-identification, Neurocomputing, 2016, 191: 238–248 (IF=2.083)
(22) A method for the estimation of the battery pack state of charge based on in-pack cells uniformity analysis, Applied Energy, 2014, 113: 1205–1212 (SCI一区，工程技术类TOP )
(23) A loop closure improvement method of Gmapping for low cost and resolution laser scanner, IFAC-PapersOnLine, 2016, 49(12): 168–173
(24) An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks, Applied Energy, 2016, 173: 134–140 (IF=5.764)
(25) Feature extension and matching for mobile robot global localization, Journal of Systems Engineering and Electronics, 2015, 26(4): 840–846
(26) A Grey Probability Measure Set Based Mobile Robot Position Estimation Algorithm, International Journal of Control, Automation and Systems, 2015, 13(4): 978–985 (SCI三区)
(27) Fast Object Detection Based on Visual Selective Attention, Neurocomputing, 2014, 144: 242–251 (IF=2.002)
(28) Global Feature Integration Based Salient Region Detection, Neurocomputing, 2015, 159: 1–8 (SCI二区, IF=2.083)
(29) A method for state of energy estimation of lithium-ion batteries at dynamic currents and temperatures, Journal of Power Sources, 2014, 270: 304–314 (IF=6.217, SCI一区)
(30) Predicting salient object via multi-level features, Neurocomputing, 2016, 205: 301–310 (IF=2.392)
(31) A novel state of health estimation method of Li-ion battery using group method of data handling, Journal of Power Sources, 2016, 327: 457–464 (IF=6.333)
(32) A novel temperature-compensated model for power Li-ion batteries with dual-particle-filter state of charge estimation, Applied Energy, 2014, 123: 176–185 (IF=5.613, SCI一区)
(33) Global feature integration based salient region detection, Neurocomputing, 2015, 159: 1–8 (IF=2.083)
(34) Kalman filter for onboard state of charge estimation and peak power capability analysis of lithium-ion batteries, Journal of Power Sources, 2016, 328: 615–626 (IF=6.333)
(35) Multi-camera handoff for person re-identification, Neurocomputing, 2016, 191: 238–248 (IF=2.083)
(36) An on-line estimation of battery pack parameters and state-of-charge using dual filters based on pack model, Energy, 2016, 115: 219–229 (IF=4.292)
(37) Predicting salient object via multi-level features, Neurocomputing, 2016, 205: 301–310 (IF=2.392)
(38) A method for state-of-charge estimation of LiFePO4 batteries at dynamic currents and temperatures using particle filter, Journal of Power Sources, 2015, 279: 390–399 (IF=6.217, SCI一区)
(39) A method for state-of-charge estimation of Li-ion batteries based on multi-model switching strategy, Applied Energy, 2015, 137: 526–534 (IF=5.613, SCI一区)
(40) A novel active equalization method for lithium-ion batteries in electric vehicles, Applied Energy, 2015, 145: 361–369 (IF=5.613, SCI一区)
(41) Fast Object Detection Based on Selective Visual Attention, Neurocomputing, 2014, 144: 242–251 (IF=2.002)
(42) Quantum Mechanics Helps in Learning for More Intelligent Robots, Chinese Physics Letters, 2006, 23(7): 1701–1704
(43) A Grey Qualitative Based Approach for Environmental Information Analysis, Journal of Grey System, 2004, 16(1): 1–8
(44) Multi-step evolution and measurement control of finite-dimensional quantum systems, Chinese Science Bulletin, 2012, 57(19): 2447–2453
(45) Probability based remaining capacity estimation using data-driven and neural network model, Journal of Power Sources, 2016, 315: 199–208 (IF=6.333)
(46) 基于灰色定性理论的无陷阱人工势场，, 2013, 28(6): 801–806
(47) 不确定性知识表达的新方法——灰概率测度集，, 2013, 35(5): 1001–1006
(48) A new model for State-of-Charge (SOC) estimation for high-power Li-ion batteries, Applied Energy, 2013, 101: 217–225 (IF=5.261, SCI一区, ESI)
(49) 基于信息融合的LiFePO4动力电池组SOC估计，控制与决策, 2014, 29(1): 1–6
(50) 基于支持向量机的目标检测算法综述，控制与决策, 2014, 29(2): 193–200
(51) A novel temperature-compensated model for power Li-ion batteries with dual-particle-filter state of charge estimation, Applied Energy, 2014, 123: 176–185 (IF=5.613, SCI一区)
(52) 基于充电方式的锂电池SOC校准和估计方法，控制与决策, 2014, 29(6): 1001–1006
(53) A method for joint estimation of state-of-charge and available energy of LiFePO4 batteries, Applied Energy, 2014, 135: 151–159 (IF=5.613, 工程技术类TOP)
(54) 显著子区域在线选择的目标鲁棒跟踪，控制与决策, 2014, 29(10): 1788–1792
(55) Grey Qualitative Modeling and Control Method for Subjective Uncertain Systems, International Journal of Automation and Computing, 2015, 12(1): 70–76
(56) 基于和图像分割的显著性检测，, 2015, 41(4): 711–724
(57) 基于代价地图和的移动机器人多区域覆盖方法，机器人, 2015, 37(4): 435–442
(58) 基于自适应分块表观模型的视觉目标跟踪，控制与决策, 2016, 31(3): 448–452
(59) Progressing of Quantum Tomography for Quantum Information Acquisition, Journal of Electromagnetic Analysis and Applications, 2010, 2(5): 277–282
(60) Human Identification and Gender Recognition from Boxing, Lecture Notes in Computer Science, 2011, 7098: 1–8
(61) Logos of Human Actions, Proceedings 2011 Third Chinese Conference on Intelligent Human-Machine Systems and Cybernetics, 2011: 1–4
(62) 基于人类视觉智能和的鲁棒目标跟踪算法，控制与决策, 2012, 27(11): 1601–1606
(63) 基于改进Bhattacharyya系数的粒子滤波视觉跟踪算法，控制与决策, 2012, 27(10): 1441–1446
(64) 一种移动机器人环境模型——灰色定性地图，机器人, 2012, 34(4): 385–391
(65) 基于灰色预测模型和粒子滤波的视觉目标跟踪算法，控制与决策, 2012, 27(1): 1–6
(66) Robust estimation algorithm for multiple-structural data, Journal of System Engineering and Electronics, 2010, 21(5): 801–806
(67) Visual Intelligence Simulation based Perception Technology, System Simulation Technology & Application, 2011, 13: 1–4
(68) 基于椭圆区域协方差描述子和卡尔曼粒子滤波的鲁棒视觉跟踪方法，控制与决策, 2011, 26(5): 673–678
(69) Visual Tracking Model Based on Feature-Imagination and Its Application, IEEE MINES’2010, 2010: 1–4
(70) 基于Vmin-EKF的动力锂电池组SOC估计，控制与决策, 2010, 25(3): 321–326
(71) 基于蛙眼视觉特性的运动目标模糊化区域理解跟踪方法，自动化学报, 2009, 35(8): 1001–1008
(72) Adaptive control for nonlinear time-delay process, Journal of Systems Engineering and Electronics, 2007, 18(3): 451–456
(73) 具有Hammerstein模型描述的非线性系统的基于混合的预测控制，, 2008, 25(5): 801–806
(74) Grey Systems for Intelligent Sensors and Information Processing, Journal of Systems Engineering and Electronics, 2008, 19(4): 651–656
(75) Qualitative control for mobile robot navigation based on reinforcement learning and grey system, Mediterranean Journal of Measurement and Control, 2008, 4(1): 1–6
(76) QUANTUM CONTROL BASED ON QUANTUM INFORMATION, International Journal of Modern Physics B, 2007, 21(7): 1077–1088
(77) 基于复杂过程简化模型的DHP学习控制，控制与决策, 2006, 21(10): 1081–1086
(78) Quantum robot: Structure, algorithms and applications, Robotica, 2006, 24(4): 507–514
(79) 连续状态自适应离散化的基于K均值聚类的强化学习方法，控制与决策, 2006, 21(2): 121–126
(80) 未知环境探测的多机器人协调机制和策略，, 2005, 27(6): 1–6
(81) Pattern Recognition of Quantum Information Based on Pattern-Distance, Journal of Systems Engineering and Electronics, 2005, 16(4): 701–706
(82) Control of non-controllable quantum systems: A quantum control algorithm based on Grover iteration, Journal of Optics B: Quantum and Semiclassical Optics, 2005, 7(10): S625–S630
(83) Grey Qualitative Simulation, The Journal of Grey System, 2004, 16(1): 1–8
(84) A Learning Algorithm of CMAC Based on RLS, Neural Processing Letters, 2004, 19(1): 1–8
(2) Battery Health Prognosis Using Brownian Motion Modeling and Particle Filtering, Transactions on Industrial Electronics, 2018, 65(11): 8646–8655 (IF=7.503)
(3) Energy Management Strategy for Grid-tied Microgrids considering the Energy Storage Efficiency, IEEE Transactions on Industrial Electronics, 2018, 65(12): 9539–9549 (IF=7.503)
(4) Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-ion Batteries Using Particle Filter and Support Vector Regression, IEEE Transactions on Industrial Electronics, 2018, 65(7): 5634–5643 (IF=7.503)
(5) Framework for estimating distance and dimension attributes of pedestrians in real-time environments using monocular camera, Neurocomputing, 2018, 275: 533–545 (IF=4.072)
(6) Appearance-based pedestrians' head pose and body orientation estimation using deep learning, Neurocomputing, 2018, 272: 647–659 (IF=4.072)
(7) A novel qualitative motion model based probabilistic indoor global localization method, Information Sciences, 2018, 429: 284–295 (IF=5.524)
(8) Person re-identification post-rank optimization via hypergraph-based learning, Neurocomputing, 2018, 287: 143–153 (IF=4.072)
(9) A novel method for lithium-ion battery state of energy and state of power estimation based on multi-time-scale filter, Applied Energy, 2018, 216: 442–451 (IF=8.426)
(10) A novel approach of remaining discharge energy prediction for large format lithium-ion battery pack, Journal of Power Sources, 2017, 343: 216–225 (IF=6.333)
(11) System state estimation and optimal energy control framework for multicell lithium-ion battery system, Applied Energy, 2017, 187: 37–49 (IF=5.764)
(12) Modeling and state-of-charge prediction of lithium-ion battery and ultracapacitor hybrids with a co-estimator, Energy, 2017, 121: 739–750 (IF=4.292)
(13) On-line battery state-of-charge estimation based on an integrated estimator, Applied Energy, 2017, 185: 2026–2032 (IF=5.764)
(14) Robust Visual Tracking Based on Hierarchical Appearance Model, Neurocomputing, 2017, 221: 108–122 (IF=2.392)
(15) An adaptive traffic signal coordination optimization method based on vehicle-to-infrastructure communication, Cluster Computing, 2016, 19(3): 1503–1514
(16) An online model-based method for state of energy estimation of lithium-ion batteries using dual filters, Journal of Power Sources, 2016, 301: 277–286 (IF=6.333)
(17) Online state of charge estimation and open circuit voltage hysteresis modeling of LiFePO4 battery using invariant imbedding method, Applied Energy, 2016, 162: 163–171 (IF=5.764)
(18) A Method for State-of-charge Estimation of LiFePO4 Batteries Based on a Dual-Circuit State Observer, Journal of Power Sources, 2015, 296: 23–29 (SCI一区，工程技术类TOP)
(19) A method for state of energy estimation of lithium-ion batteries based on neural network model, Energy, 2015, 90: 879–888 (SCI一区)
(20) An adaptive remaining energy prediction approach for lithium-ion batteries in electric vehicles, Journal of Power Sources, 2016, 305: 80–88 (IF=6.333)
(21) Multi-camera handoff for person re-identification, Neurocomputing, 2016, 191: 238–248 (IF=2.083)
(22) A method for the estimation of the battery pack state of charge based on in-pack cells uniformity analysis, Applied Energy, 2014, 113: 1205–1212 (SCI一区，工程技术类TOP )
(23) A loop closure improvement method of Gmapping for low cost and resolution laser scanner, IFAC-PapersOnLine, 2016, 49(12): 168–173
(24) An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks, Applied Energy, 2016, 173: 134–140 (IF=5.764)
(25) Feature extension and matching for mobile robot global localization, Journal of Systems Engineering and Electronics, 2015, 26(4): 840–846
(26) A Grey Probability Measure Set Based Mobile Robot Position Estimation Algorithm, International Journal of Control, Automation and Systems, 2015, 13(4): 978–985 (SCI三区)
(27) Fast Object Detection Based on Visual Selective Attention, Neurocomputing, 2014, 144: 242–251 (IF=2.002)
(28) Global Feature Integration Based Salient Region Detection, Neurocomputing, 2015, 159: 1–8 (SCI二区, IF=2.083)
(29) A method for state of energy estimation of lithium-ion batteries at dynamic currents and temperatures, Journal of Power Sources, 2014, 270: 304–314 (IF=6.217, SCI一区)
(30) Predicting salient object via multi-level features, Neurocomputing, 2016, 205: 301–310 (IF=2.392)
(31) A novel state of health estimation method of Li-ion battery using group method of data handling, Journal of Power Sources, 2016, 327: 457–464 (IF=6.333)
(32) A novel temperature-compensated model for power Li-ion batteries with dual-particle-filter state of charge estimation, Applied Energy, 2014, 123: 176–185 (IF=5.613, SCI一区)
(33) Global feature integration based salient region detection, Neurocomputing, 2015, 159: 1–8 (IF=2.083)
(34) Kalman filter for onboard state of charge estimation and peak power capability analysis of lithium-ion batteries, Journal of Power Sources, 2016, 328: 615–626 (IF=6.333)
(35) Multi-camera handoff for person re-identification, Neurocomputing, 2016, 191: 238–248 (IF=2.083)
(36) An on-line estimation of battery pack parameters and state-of-charge using dual filters based on pack model, Energy, 2016, 115: 219–229 (IF=4.292)
(37) Predicting salient object via multi-level features, Neurocomputing, 2016, 205: 301–310 (IF=2.392)
(38) A method for state-of-charge estimation of LiFePO4 batteries at dynamic currents and temperatures using particle filter, Journal of Power Sources, 2015, 279: 390–399 (IF=6.217, SCI一区)
(39) A method for state-of-charge estimation of Li-ion batteries based on multi-model switching strategy, Applied Energy, 2015, 137: 526–534 (IF=5.613, SCI一区)
(40) A novel active equalization method for lithium-ion batteries in electric vehicles, Applied Energy, 2015, 145: 361–369 (IF=5.613, SCI一区)
(41) Fast Object Detection Based on Selective Visual Attention, Neurocomputing, 2014, 144: 242–251 (IF=2.002)
(42) Quantum Mechanics Helps in Learning for More Intelligent Robots, Chinese Physics Letters, 2006, 23(7): 1701–1704
(43) A Grey Qualitative Based Approach for Environmental Information Analysis, Journal of Grey System, 2004, 16(1): 1–8
(44) Multi-step evolution and measurement control of finite-dimensional quantum systems, Chinese Science Bulletin, 2012, 57(19): 2447–2453
(45) Probability based remaining capacity estimation using data-driven and neural network model, Journal of Power Sources, 2016, 315: 199–208 (IF=6.333)
(46) 基于灰色定性理论的无陷阱人工势场，, 2013, 28(6): 801–806
(47) 不确定性知识表达的新方法——灰概率测度集，, 2013, 35(5): 1001–1006
(48) A new model for State-of-Charge (SOC) estimation for high-power Li-ion batteries, Applied Energy, 2013, 101: 217–225 (IF=5.261, SCI一区, ESI)
(49) 基于信息融合的LiFePO4动力电池组SOC估计，控制与决策, 2014, 29(1): 1–6
(50) 基于支持向量机的目标检测算法综述，控制与决策, 2014, 29(2): 193–200
(51) A novel temperature-compensated model for power Li-ion batteries with dual-particle-filter state of charge estimation, Applied Energy, 2014, 123: 176–185 (IF=5.613, SCI一区)
(52) 基于充电方式的锂电池SOC校准和估计方法，控制与决策, 2014, 29(6): 1001–1006
(53) A method for joint estimation of state-of-charge and available energy of LiFePO4 batteries, Applied Energy, 2014, 135: 151–159 (IF=5.613, 工程技术类TOP)
(54) 显著子区域在线选择的目标鲁棒跟踪，控制与决策, 2014, 29(10): 1788–1792
(55) Grey Qualitative Modeling and Control Method for Subjective Uncertain Systems, International Journal of Automation and Computing, 2015, 12(1): 70–76
(56) 基于和图像分割的显著性检测，, 2015, 41(4): 711–724
(57) 基于代价地图和的移动机器人多区域覆盖方法，机器人, 2015, 37(4): 435–442
(58) 基于自适应分块表观模型的视觉目标跟踪，控制与决策, 2016, 31(3): 448–452
(59) Progressing of Quantum Tomography for Quantum Information Acquisition, Journal of Electromagnetic Analysis and Applications, 2010, 2(5): 277–282
(60) Human Identification and Gender Recognition from Boxing, Lecture Notes in Computer Science, 2011, 7098: 1–8
(61) Logos of Human Actions, Proceedings 2011 Third Chinese Conference on Intelligent Human-Machine Systems and Cybernetics, 2011: 1–4
(62) 基于人类视觉智能和的鲁棒目标跟踪算法，控制与决策, 2012, 27(11): 1601–1606
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参考来源
- [1]陈宗海-中文主页-首页中国科学技术大学
- [2]中国科学技术大学陈宗海-中文主页-首页中国科学技术大学研究生导师门户系统
- [3]一流规划教材计算机系列中国科学技术大学出版社
