基本信息
何煦  男    中国科学院数学与系统科学研究院
电子邮件: hexu@amss.ac.cn
电话号码: 15011007709
办公地址: 中国科学院数学与系统科学研究院思源楼422
个人主页: http://www.statsci.amss.ac.cn/yjscy/zlyjy/hx/


研究领域

统计学:实验设计、计算机实验

招生信息

长期招收免推研究生,有意者请联系我

教育背景

2007-07--2012-06   威斯康星大学麦迪逊分校   博士学位
2003-07--2007-06   北京大学   学士学位

工作经历

2018 - ,中国科学院数学与系统科学研究院,系统科学研究所,统计科学研究室,副研究员

2012 - 2018,中国科学院数学与系统科学研究院,系统科学研究所,统计科学研究室,助理研究员

专利与奖励

2019,入选中国科学院青年创新促进会

2019,入选陈景润未来之星计划

2017,获得关肇直青年研究奖

出版信息

Xu He and Peter Z. G. Qian (2011). Nested orthogonal array based Latin hypercube designs, Biometrika, 98: 721-731.

Xu He and Peter Z. G. Qian (2014). A central limit theorem for general orthogonal array based space-filling designs, Annals of Statistics, 42(5): 1725-1750.

Wei-Yin Loh, Xu He and Michael Man (2015). A regression tree approach to identifying subgroups with differential treatment effects, Statistics in Medicine, 34(11): 1818-1833.

Youngdeok Hwang, Xu He and Peter Z. G. Qian (2016). Sliced orthogonal array based Latin hypercube designs, Technometrics, 58(1): 50-61.

Xu He and Peter Z. G. Qian (2016). A central limit theorem for nested or sliced Latin hypercube designs, Statistica Sinica, 26: 1117-1128.

Xu He, Rui Tuo and C. F. Jeff Wu (2017). Optimization of multi-fidelity computer experiments via the EQIE criterion, Technometrics, 59(1): 58-68.

Xu He (2017). Rotated sphere packing designs, Journal of the American Statistical Association, 112(520): 1612-1622.

Xu He (2017). Interleaved lattice-based minimax distance designs, Biometrika, 104(3): 713-725.

Xiaodong Li, Xu He, Yuanzhen He, Hui Zhang, Zhong Zhang and Dennis K.J. Lin (2017). The design and analysis for the icing wind tunnel experiment of a new deicing coating, Journal of the American Statistical Association, 112(520): 1417-1429.

Shifeng Xiong*, Xu He, Yuanzhen He and Weiyan Mu (2018). Sensitivity analysis using permutations, Statistica Sinica, 28: 817-837.

Xu He and Peter Chien* (2018). On the instability issue of gradient-enhanced Gaussian process emulators for computer experiments, SIAM/ASA Journal on Uncertainty Quantification, 6(2): 627-644.

Jin Xu, Xu He*, Xiaojun Duan and Zhengming Wang (2018). Sliced Latin hypercube designs for computer experiments with unequal batch sizes, IEEE Access, 6: 60396-60402.

Xu He (2019). Sliced rotated sphere packing designs, Technometrics, 61(1): 66-76.

Xu He (2019). Interleaved lattice-based maximin distance designs, Biometrika, 106(2): 453-464.

Xu He (2020+). Lattice-based designs possessing quasi-optimal separation distance on all projections, Biometrika, accepted, DOI:10.1093/biomet/asaa057.


科研活动

负责项目

2021-2023,实验设计,国家自然科学基金优秀青年科学基金:12022115

2020-2023基于格子点的计算机实验设计构造方法研究,国家自然科学基金面上基金:11971465

2016-2018,空间填充设计的若干方法与性质研究,国家自然科学基金青年基金:11501550

学术任职

2020 - Journal of Systems Science and Complexity,编委

2018 - Journal of Applied Statistics,编委(associate editor

2018 ,全国工业统计学教学研究会,理事

2018 - ,中国工业与应用数学学会不确定性量化专委会,常务理事

2014 - ,中国现场统计研究会试验设计分会,理事

邀请报告

中国工业与应用数学学会第十八届年会,Derivative-free global optimization using sequentially refined non-rectangular subregions202010月,长沙

中国数学会2020年学术年会,基于交错格的实验设计方法,202010月,石家庄

2019年数理和地学前沿交叉领域学术研讨会,基于格的实验设计方法,201911月,武汉

中国数学会均匀设计分会第十四届学术研讨会,Lattice-based designs processing quasi-optimal projections201911月,苏州

2019年不确定性量化学术研讨会,Derivative-free global optimization using sequentially refined non-rectangular subregions201910月,昆明

2019年全国试验设计与统计科学研讨会,Lattice-based designs possessing quasi-optimal separation distance on all projections201910月,桂林

不确定性量化热点问题研讨会,Sliced Latin Hypercube Designs with Arbitrary Run Sizes20198月,长春

2019国际泛化统计学会中国会议,Recent Advances in Computer Experiments20197月,天津

第五届统计与工程交叉国际会议(ICISE2019)Sliced Latin hypercube designs with arbitrary run sizes20196月,韩国首尔

第五届国际实验设计会议(ICODOE 2019),Interleaved lattice-based minimax distance designs and maximin distance designs20195月,美国孟菲斯

2019年中国统计前沿论坛,Lattice-based space-filling designs20194月,青岛

统计学与数学青年学者论坛,Interleaved lattice-based maximin distance designs201811月,北京

第十一届全国概率统计会议,On the quasi-Latin hypercube property of some lattice-based designs201810月,成都

2018全国试验设计与统计科学研讨会,基于交错格子点的最大最小距离设计,201810月,北京

中国工业与应用数学学会第十六届年会,Lattice-based design of computer experiments with quasi-uniform projections20189月,成都

2018泛华统计学会中国会议,On the instability issue of gradient-enhanced Gaussian process emulators for computer experiments 20187月,青岛

SIAM Conference on Uncertainty Quantification (UQ18)Interleaved lattice-based minimax distance designs20184月,美国洛杉矶

2018南科大试验设计青年论坛,Sliced rotated sphere packing designs20183月,深圳

中国科学技术大学2018全国青年统计学者会议,Rotated sphere packing designs20181月,合肥

2018南开试验设计论坛,On the quasi-Latin hypercube property of some lattice-based designs20181月,天津

中国工业与应用数学学会第十五届年会(CSIAM2017),Interleaved lattice-based minimax distance designs201710月,青岛

北京市第十九次统计科学讨论会,格子点空间填充实验设计,20179月,北京

2017全国试验设计及其应用研讨会,Interleaved lattice-based minimax distance designs20179月,兰州

第一届数据科学理论基础国际研讨会,On the instability issue of gradient-enhanced Gaussian process emulators for computer experiments20177月,北京

质量与数据科学研究中心十周年研讨会暨第七届质量与可靠性技术国际研讨会,Interleaved lattice-based minimax distance designs20176月,北京

Spring Research Conference (SRC)Optimization of multi-fidelity computer experiments via the EQIE criterion, 20175月,美国新不伦瑞克

第十届泛华统计学会国际会议(ICSA),Interleaved lattice based minimax distance designs201612月,上海

实验设计和分析国际学术研讨会(CEDA),Sliced rotated sphere packing designs201612月,台北

南开统计论坛2016年青年学者会议, Interleaved lattice based minimax distance designs201611月,天津

2016全国试验设计及其应用研讨会,Sliced rotated sphere packing designs201611月,曲阜

Spring Research Conference (SRC)A constructive method for generating near minimax distance designs20165月,美国芝加哥

International Conference on Design of Experiments (ICODOE-2016)Optimization of multi-fidelity computer experiments via the EQIE criterion20165月,美国孟菲斯

SIAM Conference on Uncertainty Quantification (UQ16)A constructive method for generating near minimax distance designs20164月,瑞士洛桑

中科院/首师大2015年统计学前沿学术研讨会,A new type of design of computer experiments for both prediction and grand mean estimation purposes201512月,北京

Designed Experiments: Recent Advances in Methods and Applications (DEMA2015)A constructive method for generating near minimax distance designs201512月,澳大利亚悉尼

中国现场统计研究会第十七届学术年会,Rotated sphere packing designs201511月,黄山

2015大数据与试验设计国际学术研讨会,A constructive method for generating near minimax distance designs201510月,广州

第八届工业与应用数学国际大会:Optimization of Computer Experiments with Tunable Accuracy20158月,北京

国际数理统计学会-云南大学概率统计研讨会:Optimization of computer experiments with tunable Accuracy20157月,昆明

The Third International Conference on the Interface between Statistics and EngineeringOptimization of computer experiments with tunable Accuracy201412月,香港

全国试验设计及其应用研讨会:A central limit theorem for general orthogonal array based space-filling designs201410月,新乡

第十届全国概率统计会议:Optimization of Computer Experiments with Tunable Accuracy201410月,济南

The Joint Research Conference between the Quality & Productivity Research Conference and the Spring Research ConferenceOptimization of Computer Experiments with Tunable Accuracy20146月,美国西雅图

The Workshop on Classification and Regression Trees: Regression tree methods for subgroup identification I20143月,新加坡

国际数理统计学会-西南财经大学概率统计学国际研讨会:A new central limit theorem for space-filling designs20137月,成都

全国试验设计及其应用研讨会:Nested orthogonal array based Latin hypercube designs201210月,武汉

The 19th annual ICSA Applied Statistics SymposiumSubgroups defined by two or more genetic markers in genome-wide association studies20106月,美国印第安纳波利斯