陆忠华
陆忠华
博士生导师
岗位:研究员
职务:中心副总工程师
所属部门:高性能计算技术与应用发展部
学历:博士研究生
邮箱:zhlu@cnic.cn
通讯地址:
学科专业(学术型/专业型):计算机软件与理论,电子信息
招生方向:高性能计算与网格技术
承担科研项目等情况

先后主持或参加国家863计划、国家基金委、中国博士后科学研究基金、国家发改委、国家科技平台项目和中科院知识创新工程重大专项、中科院“十五、十一五、十二五”信息化重大专项、地方与横向项目等近三十项,发表学术论文逾百篇;荣获2006年度北京市科技进步奖二等奖、2007年度国家科技进步奖二等奖、2013年陕西省国防科学技术进步奖一等奖、2013年陕西省科学技术奖三等奖、2013年教育部自然科学奖二等奖、2014年度浙江省科学技术奖一等奖、2018年陕西省科学技术奖二等奖。

 
代表论著
2010年
1] 赵韬,迟学斌,陆忠华,赵永华,求解大规模矩阵特征问题的并行算法研究,计算机工程(EI),36(6),2010,3. 12-14页.
[2] Li Hong, Lu Zhonghua, and Chi Xuebin. Parallel Computing for Dynamic Asset Allocation based on the Stochastic Programming. 2010 WASE International Conference on Information Engineering(EI), Vol.2, 172-176.
[3] Li Hong, Lu Zhonghua, and Chi Xuebin. The Applications and Trends of High Performance Computing in Finance. 2010 Ninth International Symposium on Distributed Computing and Applications to Business,Engineering and Science ( DCABES 2010)(EI), 193-197. 2010,August 10-12,Hong Kong, China.
[4] Qianli Zhong,Zhonghua?Lu,Xuebin Chi,Zhonghai Zhang,To enhance efficiency of Index Service on SGMS: Scalable grid monitoring system,2010 The 2nd IEEE International Conference on Information Management and Engineering (ICIME)(EI),Chengdu, 2010.06, P193-198.
[5] Honghai Zhang, Xuebin Chi, Zhonghua Lu, Qianli Zhong, Weiqing Yang, ScGridBroker: An Open Grid Resource Scheduler Based on Economic Scheduling Algorithms, Ninth International Symposium on Distributed Computing and Applications to Business, Engineering and Science, pp. 346-350,2010, August 10- 12, Hong Kong, China.
[6] Qianli Zhong, Zhonghua Lu, Xuebin Chi, Honghai Zhang, and Zhaojuan Yue ,Increasing Client Satisfaction: Request Scheduling for Information Service,Ninth International Symposium on Distributed Computing and Applications to Business, Engineering and Science(EI),351-355, August 10-August 12, 2010,Hong Kong, China.
[7] 翟艳堂、涂强、郎显宇、陆忠华、迟学斌,基于CUDA的蛋白质翻译后修饰鉴定MS-Alignment算法加速研究,计算机应用研究,2010年,27卷,9期,3409-3414。
[8] 常红旭、王国成、陆忠华,社会经济计算实验中的Agent行为分类器,第二届全国社会计算会议,北京,2010.12.18-19,会议报告。
[9] 姜金荣、张小曳、迟学斌、陆忠华,沙尘暴数值预报模式CUACE-Dust的并行与优化,华中科技大学学报(EI),38卷,1期,47-50页。
[10] 涂强,郎显宇,陆忠华,迟学斌,InsPecT的千核并行及优化,科研信息化技术及应用,2010,Vol. 1(4):76-83. [11] 陈刚,王磊,宋慎义,陆忠华,CCFD:面向大型飞机设计的万核级流场数值模拟软件,第六届中国CAE工程分析技术年会(CCAC2010),优秀论文奖。
2011年
[12] 陈刚,王磊,陆忠华,梁贤 万核级并行飞机气动模拟软件CCFD研制,华中科技大学学报(自然科学版),2011年6月,第39卷,增刊Ⅰ,总第335期
[13] 王磊,陈刚,陆忠华 基于云计算的高校科学计算应用软件框架,华中科技大学学报(自然科学版),2011年6月,第39卷,增刊Ⅰ,总第335期
[14] 李森,李新亮,王龙,陆忠华,迟学斌,基于OpenCL的并行方腔流加速性能分析,计算机应用研究,第28卷第4期,2011年4月
[15] 常红旭,陆忠华, 基于并行Quasi Monte Carlo 的CVaR计算与实证研究,计算机应用研究(增刊),2011年第28卷
[16] 段启智,刘倩,金钟,陆忠华,迟学斌,基于CNGrid的GridMol中作业管理器设计与实现,计算机应用研究(增刊),2011年第28卷
[17] 仲倩黎,陆忠华,迟学斌,张宏海,可伸缩的网格资源查找可视化方法研究, 计算机工程与应用, 2012年第47卷 第32期。 [18] 陆忠华,“中国科学院超级计算发展指数”发布,科研信息化技术及应用,2011,Vol.2, No.6:159-160.
[19] Baoping Yan, Wenzhuang Gui, Ze Luo, Gang Qin, Jian Li, Kai Nan, Zhonghua Lu, Yuanchun Zhou, e-Science, the Way Leading to Modernization of Sciences and Technologies: e-Science Practice and Thought in Chinese Academy of Sciences. Chapter: Accelerating 2-Dimensional CFD on Multi-GPU Supercomputer
[20] Sen Li, Xinliang Li, Long Wang, Zhonghua Lu, Xuebin Chi
[21] Accelerating 2-Dimensional CFD on Multi-GPU Supercomp
2012年
[22] Ma Wen-peng, Lu Zhong-hua, Hu Xiao-dong, Parallel Solutions for Node Connectivity Based Mesh Moving Methods on Different Parallel Architectures, Applied Mechanics and Materials, Vol.220-223, 2331-2337, 2012.
[23] 马文鹏,陆忠华,胡晓东 径向基函数在动网格中的应用及可并行性研究,科研信息化技术与应用2012,Vol.3,No.5:4-1.
[24] 张晓蒙,张鉴,陆忠华 基于OpenMP 的二维非结构网格生成算法Delaunay 并行实现,科研信息化技术与应用,2012,Vol.3,No.5:20-28.
[25] 陆忠华, 2011年度中国科学院超级计算发展指数发布,科研信息化技术与应用,2012年,Vol.3,No.5:91-95. [26] CHANG Hong-xu, LU Zhong-hua, and CHI Xue-bin, Large-scale Parallel Simulation of Highdimensional American Option Pricing,Journal ofAlgorithms &Computational Technology, 1-17, Volume 6, Number 1,March 2012. (EI期刊) [27] 宋慎义,王彦刚,刘冰,陆忠华,基于GPU的非结构网格CFD求解器的设计与优化,科研信息化技术与应用, 2012,Vol.3,No.1:30-38 .
[28] 杜夏威,陆忠华,张鉴,基于Petri网的CCFD软件科学工作流的建模及优化 ,科研信息化技术与应用,2012,Vol.3(6):47-55。
2013年
[29] Li Qiang, Lu Zhonghua, Luo Yi, Chen Xi, A Parallel Solution of Large Scale Hydrologic Simulation Based on MPI’, 35th International Symposium on Remote Sensing of Environment (ISRSE35), Beijing,22-26,Apri.,2013,
[30] 刘冰,陆忠华,李新亮,胡晓东,基于GPU的多重网格Navier-Stokes解算器并行优化方法研究,科研信息化技术与应用,2013,4(3):56 – 67.
[31] Wenpeng Ma, Zhonghua Lu, Jian Zhang, GPU Parallelization of Unstructured/Hybrid Grid ALE Multi-Grid Unsteady Solver for moving bodies,ParaCFD, 2013, Changcha,China.
[32] 叶钦巴图,胡晓东 张鉴 陆忠华 李新亮,并行WENO格式在三维定常粘性流体计算中的应用, 科研信息化技术与应用, 2013, 4(5):76-89.
[33] 刘夏真,马文鹏,张鉴,陆忠华,基于多块结构网格大规模并行计算的负载均衡设计及实现, 科研信息化技术与应用, 2013, 4(5): 18-25.
[34] Chunbao Zhou, Xianyu Lang, Yangang Wang, Chaodong Zhu, Zhonghua Lu and Xuebin Chi, Parallel Metropolis Coupled Markov Chain Monte Carlo for Isolation with Migration Model, Applied Mathematics & Information Sciences(SCI), 2013,7(1L):219-224.
[35] Sen Li, Xinliang Li, Long Wang, Zhonghua Lu, Xuebin Chi ,Chapter: Accelerating 2-Dimensional CFD on Multi-GPU Supercomputer, GPU Solutions to Multi-scale Problems in Science and Engineering, 01/2013: pages 423-435;
2014年
[36] 黄志明、陆忠华、陈曦、邓笋根,基于PSWAT的水文模拟平台的设计与实现,《科研信息化技术与应用》,2014年第5卷第5期,52-59页,ISSN:1674-9480
[37] 刘旸、张鉴、陆忠华,红细胞形态的MPI+OpenMP 并行自适应相场模拟,《科研信息化技术与应用》,2014年第5卷第5期,70-76页,ISSN:1674-9480
[38] 马文鹏、陆忠华、张鉴,GPU parallelization of unstructured/hybrid grid ALE multigrid unsteady solver for moving body problem,《Computers & Fluids》,ISSN:0045-7930,2014.11.18 [39] Wenpeng Ma, Zhonghua Lu, Jian Zhang, GPU parallelization of Unstructured/Hybrid Grid ALE Multi-Grid Unsteady Solver for Moving Bodies,communications in computer and information science,2014,Vol.405:160-171. [40] Wenpeng Ma, Zhonghua Lu, Jian Zhang Article: GPU parallelization of unstructured/hybrid grid ALE multigrid unsteady solver for moving body problems Computers & Fluids 03/2015; 110. DOI:10.1016/j.compfluid.2014.11.012 · 1.53 Impact Factor [41] 黄潘育、郎显宇、周纯葆、陆忠华,蛋白质序列及其翻译后修饰鉴定的盲搜索算法评价,《科研信息化技术与应用》,2014年第5卷第1期,59-69页,ISSN:1674-9480. [42] 刘旸、张鉴、陆忠华,红细胞形态的MPI+OpenMP并行自适应相场模,《科研信息化技术与应用》,2014年第5卷第5期,70-76页,ISSN:1674-9480.
[43] 黄志明、陆忠华、陈曦、邓笋根,基于PSWAT的水文模拟平台的设计与实现,科研信息化技术与应用,2014年第5卷第5期,49-56页,ISSN:1674-9480
[44] Yao,Peng Hui,Hu,Yong Hong, Lu Zhong Hua,Wang Yan Gang, Wang,Jue. Improved parallel randomized quasi monte carlo algorithm of asian option pricing on MIC architecture. Proc. of Thirteenth International Symposium on Distributed Computing and Applications to Business, Engineering and Science,December 2014,IEEE Society, 157-161,ISBN:978-1-4799-4170-4
2015年
[45] Qiang Li, Xi Chen, Yi Luo, ZhongHua Lu, YanGang Wang,A new parallel framework of distributed SWAT calibration, Journal of Arid Land 02/2015, 7(1):122-131. DOI:10.1007/s40333-014-0041-5 · 0.79 Impact Factor
[46] 姚鹏辉、胡永宏、王彦棡、陆忠华,基于mic架构稳健投资组合并行算法及实现,? 科研信息化技术与应用,2015年第6卷第03期,43-52页,ISSN:1674-9480 [47] 刘旸,张鉴,陆忠华.,红细胞形态的 MPI+OpenMP 并行自适应相场模拟,科研信息化技术与应用,.2?0?1?4?,?5?(?5?)?:?7?0?–?7?6.
[48] Wenpeng Ma, Zhonghua Lu, Jian Zhang, GPU parallelization of unstructured/ hybrid grid ALE multigrid unsteady solver for moving body problems, Computers & Fluids, 2015, 110: 122-135
2016年
[49] 张天文、李新亮、张鉴、陆忠华,高精度直接数值模拟程序的异构并行优化分析,《科研信息化技术与应用》,2016年第6卷第5期,3-11页,ISSN:1674-9480
[50] 张天文,陈哲,李新亮,于长平,陆忠华,基于MIC集群平台的高精度CFD应用加速,北京航空航天大学学报,2016,doi:10.13700/j.bh.1001-5965. 2016.0193.
[51] 张晓蒙,陆忠华,张鉴,三维并行约束Delaunay网格生成算法及实现,计算机辅助设计与图形学学报(EI),2016,28(6):932-942
[52] 张晓蒙,陆忠华,张鉴,马文鹏,面向共享内存结构的并行Delaunay网格生成算法,计算机应用研究, 2016,33(6):1616-1619.
[53] 张晓蒙,陆忠华,张鉴,基于OpenMP的三维并行Delaunay网格生成算法及实现,计算机应用研究,2016?Vol.33?(12):?3658-3662?.
[54] 陈呈辉,陈曦,陆忠华,王彦棡,何洪林,一种分布式并行参数优化算法设计及其应用,科研信息化技术与应用,2016 , 7 (5) :13-20.
[55] 马文鹏*,陆忠华,袁武,梁姗,并行多块结构重叠网格装配算法及应用,计算机应用研究,2016, 33(3) : 788-809.
[56] 吴响,周纯葆,张鉴,陆忠华,迟学斌.两类相场方程的紧致指数时间差分法设计[J].数值计算与计算机应用,2016,37(02):125-139.
[57] Wu?Xiang, Zhou?Chunbao, Zhang?Jian,? Lu?Zhonghua,? Chi?Xuebin, COMPACT?EXPONENTIAL?TIME?DIFFERENCE?METHODS?FOR?TWO?PHASE?FIELD?MODELS[J]. Journal?on?Numerical?Methods?and?Computer?Application s(CSCD), 2016, 37(02):125-139.
[58] 吴响,张鉴,邓笋根,陆忠华,胡晓东.并行飞机气动模拟工作台软件设计[J].计算机工程, 2016,42(04):31-36.
[59] Wu?Xiang,Zhang?Jian,Deng?Sungen,Lu?Zhonghua,Hu?Xiaodong, Design?of?Parallel?Workbench?Software?for?Aircraft?Aerodynamic?Simulation [J]. COMPUTER?ENGINEERING (CSCD),2016,42(04):31-36.
2017年
[60] Wenpeng Ma , Zhonghua Lu, Wu Yuan, Xiaodong Hu, Parallelization of an Unsteady ALE Solver with Deforming Mesh Using OpenACC , Scientific Programming(SCI), 07/2017; 2017(1):1-16.
[61] 吴剑彬、王珏、胡永宏、陆忠华,基于重取样的鲁棒投资组合优化的加速解法,计算机工程与设计(CSCD),2017 (2) :384-388。
[62] 申蒙蒙,陆忠华,王彦棡,水文模拟中并行参数优化算法,计算机工程与设计(CSCD),2017,Vol.38(4):1002-1007。
[63] Chen Li, Zhonghua Lu, Yonghong Hu, Fang Liu, Jue Wang, A Parallel Hybrid Intelligent Algorithm for Fuzzy Mean-CVaR Portfolio Model, 2017 IEEE 19th International Conference on HPCC(EI), 2017:348-355.
[64] 李晨,陆忠华,胡永宏,王珏,基于分段非凸交易成本函数和基数约束的投资组合优化问题求解,HPC China 2016会议论文集,2016:739-742
[65] 李晨,陆忠华,胡嘉力,胡永宏,王珏,基于非凸交易成本的投资组合优化问题求解,计算机工程与设计(CSCD),2017(12):3258-3266.
[66] 李晨,陆忠华,胡永宏,刘芳,王珏,模糊Mean-CVaR模型并行求解算法的设计与实现,HPC China 2017会议论文集,2017:265-272.
[67] 陆忠华,孙琨,王彦棡,王珏,刘芳,基于Hadoop YARN的TensorFlow GPU集群的调度扩展, 2017,?Vol. 8?(6):?33-42.
2018年
[68] 陆忠华, 胡腾腾, 王彦棡, 刘芳, 王珏 基于Slurm 的深度学习高性能计算平台设计及其调度实现技术,科研信息化技术与应用,2018 Vol. 9 (2): 40-45
[69] Feng Yao, Yi Liu, Huifen Chen, Chen Li*?, Zhonghua Lu, et al. "Tuning for Solving Multi-Conditional MAD Model,"?International?Journal of Performability Engineering,?vol. 14,?no. 5, May 2018, pp. 1030-1039.
[70] 张海阔,陆忠华,刘芳,等. 面向海量告警数据的并行处理系统设计与实现[J]. 计算机工程与设计(CSCD), 2018,39(2):407-413 .
[71] Xiaodong Hu, Zhonghua Lu, Jian Zhang, Wu Yuan, Xiazhen Liu and Ningming Nie ,An Efficient Parallel Chimera Grid Flow Solver Based On Implicit Hole Cutting Method ,International Conference of Numerical Analysis and Applied Mathematics(ICNAAM.2017),AIP Conference Proceedings 1978, 230002 (2018) WOS:000445105400191? DOI:10.1063/1.5043857
2019年
[72] 72. Li S, Lu Z, Sun Y, et al. Distributed Parameter Optimization Scheduling Strategy and System Design Based on Mesos [C]// IEEE International Conference on High Performance and Smart Computing 2019.
[73] 李铄, 陆忠华, 孙永泽. 基于Mesos的分布式参数优化调度策略及系统设计[J]. 科研信息化技术与应用.
[74] Du Shouyan,Lu Zhonghua,Implementation of Markowitz Mean-Variance Model Based on Matrix-Valued Factor Algorithm,IEEE International Conference on High Performance and Smart Computing 2019.
[75] Yongze Sun, Zhonghua Lu, Asynchronous Parallel Surrogate Optimization Algorithm Based on Ensemble Surrogating Model and Stochastic Response Surface Method,?2019?IEEE?5th?International?Conference?on?Big?Data?Security?on?Cloud?(BigDataSecurity).
[76] Yongze Sun, Jue Wang, Zhonghua Lu,?Financial Quantitative Big Data Platform based on High Performance Computing,?2019 IEEE International Conference on Computational Science and Engineering (CSE).
[77] 孙永泽,陆忠华,基于超限学习机与随机响应面方法的深度学习超参数优化算法, 高技术通讯, 2019年第9期。
[78] Shanyu Chen,Zhipeng He,Xinyin Han,Xiaoyu He,Ruilin Li,Haidong Zhu,Dan Zhao,Chuangchuang Dai,Yu Zhang,Zhonghua Lu,Xuebin Chi,Beifang Niu,How Big Data and High-performance Computing Drive Brain Scienc,Volume 17, Issue 4, August 2019, Pages 381-392.
[79] Haikuo Zhang, Zhonghua Lu , Ke Xu , et al. Artificial Intelligence Platform for Mobile Service Computing[J]. Journal of Signal Processing Systems for Signal, Image, and Video Technology, 2019. SCI检索
[80] Xiaodong Hu, Zhonghua Lu, Jian zhang,Xiazhen Liu,Wu Yuan and Haikuo Zhang(2019), A Parallel Algorithm for Chimera Grid With Implicit Hole Cutting Method, International Journal of High Performance Computing Applications. DOI:10.1177/1094342019845042,(SCI,IF=1,956)
[81] 张海阔,陆忠华,陈闻宇,等.基于隐私保护技术的DNS通信协议研究[J].科技导报(CSCD),2019.
[82] 胡晓东,梁姗,袁武,陆忠华,混合重叠网格通信优化算法,计算机系统应用(CSCD扩展/中文核心),2019,28(12):146-151
[83] Wang Yang, Yu M, Shan G, et al. VISPubComPAS: a comparative analytical system for visualization publication data[J]. Journal of Visualization, 2019, 22(5): 941-953. (SCI)
[84] Chen Li, Yulei Wu, Zhonghua Lu, Yonghong Hu,An Intelligent Parallel Hybrid Algorithm for Multi-Objective Multi-Period Portfolio Selection Models with Fuzzy Random Returns,17th IEEE International Symposium on Parallel and Distributed Processing with Applications, Xiamen,2019.
2020年
[85] 王杨, 余敏槠, 单桂华, 陈恺心, 安逸菲, 陆忠华. 基于科研团队竞争力指标体系的可视化对比分析方法[J]. 计算机辅助设计与图形学学,2020年04期(EI)
[86] 王杨, 余敏槠, 单桂华, 田东, 陆忠华. 基于扩展Bcp指数的领域主题发展态势可视分析方法[J]. 计算机系统应用, 2020年 第7期, 56-69页(CSCD扩展/中文核心)
[87] 王杨 余敏槠 单桂华 陆忠华,学者学术状态及竞争力可视化系统, 计算机系统应用,2020年 第8期 ,48-57页.
[88] Wang Yang, Yu M, Shan G, et al. VISPubExplorer: an Interactive Analytical System for Visualization Publication Data[J]. Journal of Visualization(一审,SCI)
[89] Zhan, Ke, ZhongHua Lu, and YunQuan Zhang. "Performance Optimization for Feature Extraction Section of DeepChem." International Conference on Algorithms and Architectures for Parallel Processing. Springer, Cham, 2020.(CCF C类会议论文)
[90] Zhan, Ke, ZhongHua Lu, BingChang Liu. “DCDFNE: build dataset to evaluate binary codes diffing tools and train deep learning models.” ISPA2020. (CCF C类会议论文)
[91] Yongze Sun, Shouyan Du, and Zhonghua Lu. "Asynchronous Parallel Surrogate Optimization Algorithm for Quantitative Strategy Parameter Tuning." Journal of Signal Processing Systems (2020)(SCI三区,影响因子1.05)
[92] Chen Li, Yulei Wu*, Zhonghua Lu*, Jue Wang and Yonghong Hu, “A Multi-Period Multi-Objective Portfolio Selection Model with Fuzzy Random Returns for Large Scale Securities Data,” IEEE Transactions on Fuzzy Systems, DOI: 10.1109/TFUZZ.2020.2992866, 2020. (JCR 一区,CAS 一区,影响因子:9.518)?
[93] Chen Yidong, Lu Zhonghua*. (2020) Tensor Decomposition and High-performance Computing for Solving High-Dimensional Stochastic Control System Numerically. Journal of Systems Science and Complexity. (已接收,SCI三区,影响因子:0.935)
[94] Yidong Chen,Zhonghua Lu, XueyingYang,The Design and Implementation of a High-performance Portfolio Optimization Platform,The 23rd IEEE International Conference on Computational Science and Engineering,Guangzhou, China ,2020.
[95] Xueying Yang, Zhonghua Lu, Meikang Qiu, Yonghong Hu. "A Parallel Integer Relative Robust Mean-RCVaR Model for Portfolio Optimization." The 6th IEEE International Conference on High Performance and Smart Computing, (HPSC 2020) 25-27 May 2020,?ISBN Information:DOI:?10.1109 / Big Data Security -HPSC-IDS 49724. 2020.00041,Publisher:?IEEE,Conference Location:?Baltimore, MD, USA, USA
[96] Chuangchuang Dai, HaiJing Luan, QingBing Yu, XiaoYu He, YunHao Wang, BinCheng Shuai, XiaoBing Guo, ZhongHua Lu*, Beifang Niu*. ChangeEncryption: Encryption Using Spatiotemporal Information as a Function Model. IEEE EdgeCom 2020.(EI检索,CCF C)
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