孙怀凤

个人信息Personal Information

教授 博士生导师 硕士生导师

性别:男

毕业院校:Shandong University

学历:博士研究生毕业

学位:工学博士学位

所在单位:土建与水利学院

学科:地球探测与信息技术
岩土工程
仪器科学与技术
应用数学
电磁场与微波技术
测试计量技术及仪器
信号与信息处理
考古学
防灾减灾工程及防护工程
建筑与土木工程
桥梁与隧道工程

办公地点:千佛山校区8号楼609室

联系方式:0531-88392776


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学术论文

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期刊论文

Submitted

[9]  A Study to Reduce Reflection Errors of the BEDS-FDTD Algorithm with Non-uniform Meshes

[8] Fast 3D inversion for transient electromagnetic data based on the BEDS-FDTD method

[7] Assessing goaf in steep coal seam over complex topography using semi-airborne transient electromagnetic method

[6] Three-Dimensional Forward Modeling of Radiomagnetotelluric with Anisotropic Dielectric Permittivity Utilizing Unstructured Mesh Edge-based Finite Element Method

[5] 基于半航空瞬变电磁质量评价的隧道灾害预警研究:以广西弄安隧道为例

[4] 基于多尺度空洞卷积的探地雷达深度学习智能反演及应用

[3] 3D Inversion of Airborne Transient Electromagnetic Data Using Deep Learning

[2] Image subsurface karst in coastal areas using gravity gradient method

[1] Stability Analyses of Non-Uniform Time-Stepping Schemes for CNDS- and BEDS-FDTD in Lossy Dielectrics

录用待刊

[5] Junkai Ge, Huaifeng Sun, Rui Liu, Bo Tian, Ziqiang Zheng, Yongqiang Li, Removing rebar clutter through iterative F-k migration in GPR data, IEEE Geoscience and Remote Sensing Letters

[4] 刘东,冯浩,王用鑫,等.基于U-Net的半航空瞬变电磁降噪方法及应用[J/OL].煤田地质与勘探,1-9[2024-09-23]. 网络首发 http://kns.cnki.net/kcms/detail/61.1155.P.20240920.1155.002.html

[3]孙怀凤,胡杉杉,柳尚斌,陈磊,赵歧,刘东,李雪峰.复杂模型瞬变电磁三维FDTD正演软件开发[J/OL].地球物理学进展,1-16[2024-09-16]. 网络首发 http://kns.cnki.net/kcms/detail/11.2982.P.20240318.1617.026.html

[2] 王志宏,张诺亚,胡杉杉,等.无人机噪声对半航空瞬变电磁数据的影响分析[J/OL].物探与化探,1-10[2024-11-19]. 网络首发 http://kns.cnki.net/kcms/detail/11.1906.p.20241112.2008.010.html.

[1] 陈红,薛炳磊,孙怀凤,刘明宏,郭宜果,王晓龙,付一木,李从昀.地下管线多频电磁探测影响因素分析[J/OL].地球物理学进展,1-19[2024-09-16]. 网络首发 http://kns.cnki.net/kcms/detail/11.2982.P.20240905.1718.036.html.

2024

[68] Liu Dong, Liu Minghong, Sun Huaifeng, Liu Rui, Lu Xushan*. Detection and comprehensive treatment for giant karst caves under the tunnel floor: a case study in Guangxi, China. Environ Earth Sci 83, 650 (2024). https://doi.org/10.1007/s12665-024-11959-7

[67] 冯威, 冯浩, 肖立江, 陈品明, 刘东, 王用鑫*, 周小生, 孙怀凤, 王震. 基于生成对抗网络的半航空瞬变电磁噪声数据扩充方法[J]. 物探与化探, 2024, 48(3): 812-819.

[66] 孙怀凤, 许伟强, 张诺亚, 柳尚斌, 刘锐, 刘玉超, 周正. 2024. 瞬变电磁接收线圈响应过程分析:以阻尼比与谐振频率为例. 地球物理学报, 67(11): 4360-4371, doi: 10.6038/cjg2023R0667

[65] 郑梓强, 刘锐, 孙怀凤, 柳尚斌, 刘洪波, 刘东, 陈成栋. 2024. 半航空瞬变电磁探测敏感区域研究与影响因素分析. 地球物理学报, 67(10): 3946-3958, doi: 10.6038/cjg2024R0562

[64] 姜晓腾, 孙怀凤, 刘东, 柳尚斌, 王震, 周小生, 杨静. 2024. 基于有限体积的半航空瞬变电磁任意各向异性三维正演及响应规律分析. 地球物理学进展, 39(5): 2046-2058. doi: 10.6038/pg2024HH0168 

[63] 杨开端, 张成, 张宁, 孙怀凤*, 王晓龙, 基于声波逆时偏移成像的海上风电基础冲刷坑监测方法, 太阳能学报, 2024, 45(8):466-476. DOI: 10.19912/j.0254-0096.tynxb.2023-0520 https://www.tynxb.org.cn/CN/10.19912/j.0254-0096.tynxb.2023-0520

[62] Junkai Ge , Huaifeng Sun*, Wei Shao , Dong Liu , Hongbo Liu , Faqiang Zhao , Bo Tian , Shangbin Liu, Wavelet-GAN: A GPR Noise and Clutter Removal Method Based on Small Real Datasets, IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3410277

[61] Q. Zhao, H. Sun*, S. Liu, X. Lu, X. Bai and Z. Zheng, A Fast and Efficient Method for 3-D Transient Electromagnetic Modeling Considering IP Effect, in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-18, 2024, Art no. 5912918, doi: 10.1109/TGRS.2024.3383388

[60] Nuoya Zhang, Huaifeng Sun, Dong Liu, Shangbin Liu*, Bayesian Inversion and Uncertainty Analysis of TEM Data, Near Surface Geophysics, 

[59] Ge Junkai, Sun Huaifeng*, Shao Wei, Liu Dong, Yao Yuhong, Zhang Yi, Liu Rui, Liu Shangbin, GPR-TransUNet: An improved TransUNet based on self-attention mechanism for ground penetrating radar inversion, 105333, https://doi.org/10.1016/j.jappgeo.2024.105333

[58] Xiang Tang, Shangbin Liu, Xiaofei Nian, Shengqiang Deng, Yuchao Liu, Qiongyao Ye, Yangyi Li, Tong Yuan, and Huaifeng Sun,  lmproved adaptive regularizationfor simulated annealing inversion of Transient Electromagnetic, Scientific Reports

[57] Minghong Liu, Huaifeng Sun, Rui Liu, Liqiang Hu, Ruijin Kong, Shangbin Liu*, Efficient geo-electromagnetic modeling techniques for complex geological structures: A karst MT example, Computers and Geosciences (2024), doi: https://doi.org/10.1016/j.cageo.2024.105557.

[56] Zhongmin Zhu, Zhigang Shan, Yonghao Pang, Wei Wang, Mei Chen, Guangchang Li, Huaifeng Sun, André Revil*, The transient electromagnetic (TEM) method reveals the role of tectonic faults in seawater intrusion at Zhoushan islands (Hangzhou Bay, China), Engineering Geology, Volume 330, 2024, 107425, (https://www.sciencedirect.com/science/article/pii/S0013795224000231  )

2023

[55] 刘东,张诺亚,姚宇洪,李彩晓,孙怀凤, 半航空瞬变电磁法在岩溶隧道勘察中的应用研究, 西部交通科技. 2023(10) 125-129 

[54] Yang Yang, Heng Zhang, Yuzhen Zhu, Changyu Zhou, Huaifeng Sun*, Denoising land-based controlled-source electromagnetic data based on a same-site noise reference channel, Geophysical Journal International, Volume 235, Issue 3, December 2023, Pages 2285–2304, https://doi.org/10.1093/gji/ggad361

[53] 郑寰宇, 胡杰, 潘志军, 陈信朋, 孙汉武, 王用鑫, 孙怀凤*. 半航空瞬变电磁法在凤凰2号隧道勘察中的应用[J].  隧道建设,  2023, 43(9): 1573-1582.  http://www.suidaojs.com/CN/abstract/abstract14305.shtml 

[52] 赵越,孙怀凤,刘佳,刘玉超, 浅海磁性源瞬变电磁探测技术及其应用研究,地球物理学进展,https://link.cnki.net/urlid/11.2982.P.20230804.1423.006

[51] Liu Rui, Sun Huaifeng*, Wang Zhen, Fan Qiuyan, Liu Shangbin, Lin Jiuqing, Yang Yang, 2023, Investigation of subsurface karst in an opencast mine in southwestern China via surface and cross-borehole electrical resistivity tomography, Exploration Geophysics, DOI: 10.1080/08123985.2023.2225538  https://doi.org/10.1080/08123985.2023.2225538 

[50] Yougong Xian, Riyan Lan, Yuchao Liu, Dunren Li, Jing Yang, Huaifeng Sun*, 2023, Improved adaptive thin-layer inversion for semi-airborne transient electromagnetic, Journal of Geophysics and Engineering, gxad045, https://academic.oup.com/jge/advance-article/doi/10.1093/jge/gxad045/7209159  https://doi.org/10.1093/jge/gxad045 

[49] Rui Liu,Huaifeng Sun*,Dong Liu,Xiaoming Wang,Xiaosheng Zhou,Yu Zhao,Xinyu Zhao,Yang Yang,Guang Yang,Hanwu Sun, 2023, A joint application of semi-airborne and in-tunnel geophysical survey in complex limestone geology, Bulletin of Engineering Geology and the Environment, 82, 226 (2023). https://doi.org/10.1007/s10064-023-03251-y  论文下载 https://rdcu.be/dc6o5

[48] Liu Rui, Sun Huaifeng*, Qin Jianwen, Zheng Ziqiang, 2023, A multi-geophysical approach to assess potential ground collapse in an urban area, Engineering Geology, Volume 318, 2023 June 5, 107100 https://www.sciencedirect.com/science/article/pii/S0013795223001187 限时免费下载链接 https://authors.elsevier.com/a/1gq-f38lpNTXZ 

[47] 覃剑文,姜晓腾,谢贵城,孙汉武,何流,孙怀凤*, 基于高密度电法的城市复杂环境岩溶探查研究—以贵港市北环新村为例,物探与化探,2023 47(2):530-539 https://www.wutanyuhuatan.com/CN/10.11720/wtyht.2023.1253 

[46] 李雪峰,刘东,孙怀凤*,李洋溢,柳尚斌,,多接地源半航空瞬变电磁响应规律研究,地球物理学进展,38(3): 1341-1354. doi: 10.6038/pg2023GG0374

http://www.progeophys.cn/article/doi/10.6038/pg2023GG0374  [论文下载]

[45] 柳尚斌, 孙怀凤*, 李文翰, 王震, 杨洋. 瞬变电磁BEDS-FDTD三维正演新算法及稳定性验证. 地球物理学报, doi: 10.6038/cjg2022P0669 http://www.geophy.cn/article/doi/10.6038/cjg2022P0669

[44] Huaifeng Sun*, Nuoya Zhang, Dunren Li, Shangbin Liu, Qiongyao Ye, The first semi-airborne transient electromagnetic survey for tunnel investigation in very complex terrain areas, Tunnelling and Underground Space Technology, https://doi.org/10.1016/j.tust.2022.104893  

2022

[43] Deng, S., Zhang, N., Kuang, B. et al. Bayesian Markov Chain Monte Carlo inversion of surface-based transient electromagnetic data. SN Appl. Sci. 4, 254 (2022).  http://link.springer.com/article/10.1007/s42452-022-05134-5  [论文下载]

[42] 孙怀凤*,张莹莹,赵友超,等. 钻孔瞬变电磁法研究现状综述[J]. 煤田地质与勘探,2022,50(7):85−97 doi: 10.12363/issn.1001-1986.22.03.0182 [论文下载]

[41] Shangbin Liu, Chengdong Chen, Huaifeng Sun*, Fast 3D Transient Electromagnetic Forward Modeling Using BEDS-FDTD and GPU Parallelization, Geophysics, doi: 10.1190/geo2021-0596.1 [论文下载]

[40] Sun Huaifeng*, Chen Chengdong, Yang Yang, Lan Riyan, Deng Shengqiang, Li Dunren, 2022,Motion noise remove for secondary-field semi-airborne transient electromagnetic data, Journal of applied geophysics, doi:10.1016/j.jappgeo.2022.104676 [论文下载]

[39] LAN Riyan, LIU Zonghui, LIU Maomao, GUAN Qiyu, YAN Yuanfang, SUN Huaifeng*, ZHOU Dong, 2022, Detection of karst cave during the tunnel construction using GPR and advanced drilling -a case study in Guangxi Province, China, Near Surface Geophysics, doi: 10.1002/nsg.12207   [论文下载]

[38] 赵友超,张军*,范涛,姚伟华,杨洋,孙怀凤,2022,地-井瞬变电磁三维响应特征分析与异常体快速定位方法研究,物探与化探,2022,46(02):383-391. [论文下载]

[37] 杨静, 姜晓腾, 杨洋, 孙怀凤*, 接地长导线源半航空瞬变电磁三维有限体积正演, 地球物理学进展, 37(5): 2072-2078. doi:10.6038/pg2022FF0600 [论文下载]

[36] 柳尚斌, 李雪峰, 蓝日彦, 李敦仁, 孙怀凤*,  瞬变电磁低频近似Maxwell方程的CPML吸收边界及施加方法, 地球物理学报,  (4): 1472-1481, doi: 10.6038/cjg2022P0529 [论文下载]

[35] 杨洋, 张衡, 陈成栋, 周长宇, 孙怀凤*, 基于最小二乘反演的半航空瞬变电磁纯二次场数据运动噪声去除方法, 地球物理学报, (6): 2351-2364, doi: 10.6038/cjg2022P0301   [论文下载]

[34] Shangbin Liu, Yongxin Wang, Huaifeng Sun*, Yang Yang, 2022, Asynchronous MMC PSA inversion of transient electromagnetic data, Exploration Geophysics, DOI:10.1080/08123985.2022.2027730 [论文下载]

2021

[33] 孙怀凤,柳尚斌,杨洋.瞬变电磁Crank-Nicolson FDTD三维正演[J].地球物理学报,2021,64(01):343-354, doi: 10.6038/cjg2021O0229 [论文下载] 

[32]  叶琼瑶,张军,赵友超,毛承英,邓胜强,李敦仁,孙怀凤*.岩溶隧道勘察接地源半航空瞬变电磁三维响应规律研究[J].应用基础与工程科学学报,2021,29(05):1108-1123.DOI:10.16058/j.issn.1005-0930.2021.05.004. [论文下载]

[31] 王庆林,解滔,孙怀凤.郯城马陵山地震台视电阻率年变特征研究[J].大地测量与地球动力学,2021,41(10):1004-1007.DOI:10.14075/j.jgg.2021.10.003. [论文下载]

[30] 杨洋,王用鑫,李虎,王庆林,范涛,门燕青,刘锐,孙怀凤*.基于深度学习的井间地震CT初至自动拾取方法[J/OL].应用基础与工程科学学报:1-17[2021-12-28]. [论文下载]

[29] 智庆全,武军杰,王兴春,孙怀凤,杨毅,张杰,邓晓红,陈晓东,杜利明.ANSYS在瞬变电磁三维正演中的应用[J].物探与化探,2021,45(04):1037-1042. [论文下载]

2020

[28] Chengdong Chen, HuaifengSun. Characteristic analysis and optimal survey area definition for semi-airborne transient electromagnetics, Journal of Applied Geophysics, 180, September 2020, 104134, doi: 10.1016/j.jappgeo.2020.104134 [论文下载]

[27] 刘宗辉,吴一帆,刘保东,刘毛毛,蓝日彦,孙怀凤.隧道地质预报探地雷达信号干扰消除方法[J].工程科学学报,2020,42(03):390-398.DOI:10.13374/j.issn2095-9389.2019.04.12.001. [论文下载]

2019

[26] 孙怀凤,张诺亚,柳尚斌,李敦仁,陈成栋,叶琼瑶,薛翊国,杨洋.基于L1范数的瞬变电磁非线性反演[J].地球物理学报,2019,62(12):4860-4873. [论文下载]  [开放源代码下载 OpenSourceCode for this paper]

[25] 李阳阳,孙怀凤,杨静,叶琼瑶,陈成栋,张诺亚,杨洋.回线源半航空瞬变电磁响应规律[J].煤炭学报,2019,44(S2):631-642.DOI:10.13225/j.cnki.jccs.2018.1628. [论文下载]

[24] 翟明华,孙怀凤,范建国,郭信山,徐加利,王慧涛,戚志鹏.瞬变电磁超前探视纵向电导微分合成孔径成像[J].中国矿业大学学报,2019,48(02):422-429.DOI:10.13247/j.cnki.jcumt.000988. [论文下载]

2018

[23] 孙怀凤,程铭,吴启龙,米德才,李术才,李貅,李敦仁,李凯,骆俊晖.瞬变电磁三维FDTD正演多分辨网格方法[J].地球物理学报,2018,61(12):5096-5104. [论文下载]

[22] 李凯,孙怀凤.矿井含水构造地井瞬变电磁响应规律分析[J].中国矿业大学学报,2018,47(05):1113-1122.DOI:10.13247/j.cnki.jcumt.000926. [论文下载]

[21] 张乐文,宿传玺,孙怀凤,李召峰,辛冬冬,程铭,吴启龙,李凯.隧道瞬变电磁超前探测去噪方法试验研究与应用[J].岩石力学与工程学报,2018,37(S1):3353-3361.DOI:10.13722/j.cnki.jrme.2017.0918. [论文下载]

[20] Kai Li, Huaifeng Sun*, Ming Cheng, and Jianlei Guo, (2018), CO2 Injection Monitoring Using Transient Electromagnetic in Ground-Borehole Configuration, Journal of Environmental and Engineering Geophysics 23: 335-348. [论文下载]

[19] 孙怀凤,吴启龙,陈儒军,李海燕,范秋雁,刘功杰,林久卿,李术才,李凯,宿传玺.浅层岩溶瞬变电磁响应规律试验研究[J].岩石力学与工程学报,2018,37(03):652-661.DOI:10.13722/j.cnki.jrme.2017.0038. [论文下载]

2017

[18] Sun, H., Cheng, M., Su, C. et al. (2017) Characterization of shallow karst using electrical resistivity imaging in a limestone mining area. Environ Earth Sci 76, 767. [论文下载]

[17] 孙怀凤,程铭,宿传玺,李术才,王世睿,张乐文,范秋雁,李海燕,李凯.隧(巷)道掘进工作面-钻孔瞬变电磁超前探测方法物理模拟试验研究[J].煤炭学报,2017,42(08):2110-2115.DOI:10.13225/j.cnki.jccs.2017.0618. [论文下载]

[16] 李凯,孙怀凤,宿传玺,李术才,唐鹏越,戚志鹏.隧道瞬变电磁超前探测装置型式对比与试验研究[J].岩石力学与工程学报,2017,36(S1):3164-3173.DOI:10.13722/j.cnki.jrme.2016.0516. [论文下载]

[15] 王庆林,孙怀凤,朱成林,张继红,唐廷梅.基于长周期视电阻率时间序列的深部构造应力变化——以沂沭断裂带北段为例[J].地震地质,2017,39(01):147-157. [论文下载]

2016

[14] 孙怀凤,李貅,卢绪山,李术才,任宝宏.隧道强干扰环境瞬变电磁响应规律与校正方法:以TBM为例[J].地球物理学报,2016,59(12):4720-4732. [论文下载]

[13] 李术才,李凯,翟明华,孙怀凤,王世睿.矿井地面-井下电性源瞬变电磁探测响应规律分析[J].煤炭学报,2016,41(08):2024-2032.DOI:10.13225/j.cnki.jccs.2015.1928. [论文下载]

2015

[12] 戚志鹏,李貅,郭建磊,孙怀凤,姚伟华,吴琼.基于微分电导的航空瞬变电磁合成孔径快速成像方法研究[J].地球物理学进展,2015,30(04):1903-1911. [论文下载]

[11] 戚志鹏,智庆全,李貅,孙怀凤.隧道瞬变电磁任意点垂直分量全域视电阻率解释方法[J].岩石力学与工程学报,2015,34(07):1426-1434.DOI:10.13722/j.cnki.jrme.2014.1310. [论文下载]

[10] 孙怀凤.隧道含水构造三维瞬变电磁场响应特征及突水灾害源预报研究[J].岩石力学与工程学报,2015,34(03):648.DOI:10.13722/j.cnki.jrme.2015.03.024. [论文下载]

2014

[9] Shucai Li, Huaifeng Sun, XuShan Lu, Xiu Li, (2014), Three-dimensional Modeling of Transient Electromagnetic Responses of Water-bearing Structures in Front of a Tunnel Face, Journal of Environmental and Engineering Geophysics 19: 13-32. [论文下载]

[8] 李术才,孙怀凤,李貅,卢绪山,薛翊国,苏茂鑫.隧道瞬变电磁超前预报平行磁场响应探测方法[J].岩石力学与工程学报,2014,33(07):1309-1318. DOI:10.13722/j.cnki.jrme.2014.07.002. [论文下载]

[7] 李术才,刘斌,孙怀凤,聂利超,钟世航,苏茂鑫,李貅,许振浩.隧道施工超前地质预报研究现状及发展趋势[J].岩石力学与工程学报,2014,33(06):1090-1113.DOI:10.13722/j.cnki.jrme.2014.06.003. [论文下载]

2013-

[6] 孙怀凤,李貅,李术才,戚志鹏,王祎鹏,苏茂鑫,薛翊国,刘斌.考虑关断时间的回线源激发TEM三维时域有限差分正演[J].地球物理学报,2013,56(03):1049-1064. [论文下载] 入选F5000获陈宗器地球物理优秀论文奖

[5] 孙怀凤,李术才,李貅,戚志鹏,刘磊,薛翊国,苏茂鑫,刘斌,张文俊.核磁共振测深进行隧道超前地质预报的可行性[J].山东大学学报(工学版),2013,43(01):92-97+103. [论文下载] 

[4] Huaifeng Sun, Xiu Li, Shucai Li, Zhipeng Qi, Maoxin Su, Yiguo Xue, Multi.component and multi-array TEM detection in karst tunnels, Journal of Geophysics and Engineering, Volume 9, Issue 4, August 2012, Pages 359–373,  [论文下载]

[3] 孙怀凤,李术才,李貅,戚志鹏,苏茂鑫,薛翊国,郭文波,刘人太,韩伟伟.隧道瞬变电磁多点阵列式探测方法研究[J].岩石力学与工程学报,2011,30(11):2225-2233. [论文下载]

[2] 孙怀凤,李术才,苏茂鑫,薛翊国,张永伟,张文俊.基于场路耦合的隧道瞬变电磁超前探测正演与工程应用[J].岩石力学与工程学报,2011,30(S1):3362-3369. [论文下载]

[1] 孙怀凤,李术才,崔伟,邱道宏,刘钦.综合地质预报在某隧道明洞探测中的应用[J].山东大学学报(工学版),2009,39(04):69-73. [论文下载]


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