高照奇,男,博士,西安交通大學電子與信息學部副教授、碩士生導師。
基本介紹
- 中文名:高照奇
- 畢業院校:西安交通大學
- 學位/學歷:博士
- 職業:教師
- 專業方向:地震信號處理,地球物理反問題等
- 職務:西安交通大學電子與信息學部碩士生導師
- 任職院校:西安交通大學電子與信息學部
- 職稱:副教授
個人經歷,教育經歷,工作經歷,研究方向,主講課程,學術成果,榮譽獎勵,
個人經歷
教育經歷
2007.9~2011.7 西安交通大學 信息工程 學士
工作經歷
2017.7~至今西安交通大學 信息與通信工程 新講師;
2017.7~至今西安交通大學 數學 博士後 合作導師:徐宗本 院士;
2014.9~2015.9 University of California, Santa Cruz (UCSC) Visiting Scholar Supervisor: Prof. Ru-shan Wu.
研究方向
地震信號處理,地球物理反問題,地震全波形反演,機器學習算法。
主講課程
本科畢設:
- 梁可心,信息工程56,自編碼器在地震反演中的套用研究,2019;
- 郭呂平,信息工程65,物理機理融入的模型驅動深度學習算法及其在地震反演中的套用,2020;
研究生:
- 徐怡杭, 2019級學術型碩士研究生;
- 楊唯, 2019級學術型碩士研究生。
學術成果
論文:
- Zhaoqi Gao, Sichao Hu, Chuang Li, Hongling Chen, Jinghuai Gao, Zongben Xu. Reflectivity inversion of nonstationary seismic data with deep learning based data correction[C]. 82nd EAGE Conference & Exhibition, 2020.
- Chuang Li, Zhaoqi Gao, Jinghuai Gao. Inverting angle-dependent reflectivity using regularized extended least-squares reverse time migration[C]. 82nd EAGE Conference & Exhibition, 2020.
- Zhaoqi Gao, Chuang Li, Tao Yang, Zhibin Pan, Jinghuai Gao, Zongben Xu. OMMDE-Net: A Deep Learning Based Global Optimization Method for Seismic Inversion[J]. IEEE Geoscience and Remote Sensing Letters, 2020, Online. (地球化學與地球物理2區;影響因子:3.534)
- Zhaoqi Gao, Zhibin Pan, Chen Zuo, Jinghuai Gao, Zongben Xu. An Optimized Deep Network Representation of Multi-mutation Differential Evolution and Its Application in Seismic Inversion[J]. IEEE Transactions on Geoscience & Remote Sensing, 2019, 57(7): 4720-4734. (地球化學與地球物理1區;影響因子:5.63)
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Ru-shan Wu. Frequency Controllable Envelope Operator and Its Application in Multiscale Full-Waveform Inversion[J]. IEEE Transactions on Geoscience & Remote Sensing, 2019. 57(2): 683-699. (地球化學與地球物理1區;影響因子:5.63)
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Zongben Xu. Building long-wavelength velocity for salt structure using stochastic full waveform inversion with deep autoencoder based model reduction[C]. SEG Technical Program Expanded Abstracts 2019, 1680-1684.
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Zongben Xu. Large-dimensional seismic inversion based on global optimization and autoencoder[C]. 81th EAGE Conference & Exhibition 2019.
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Zongben Xu. Deep learning based global optimization scheme for high-dimensional seismic inversion[C]. The 14th International Conference of Theoretical and Computational Acoustics, 2019.
- Chen Zuo, Zhibin Pan, Zhaoqi Gao, Jinghuai Gao. Correlation-driven direct sampling method for geostatistical simulation and training image evaluation[J]. Physical Review E, 2019. 99(5): 053310. (數學物理2區;影響因子:2.353)
- Chuang Li, Jinghuai Gao, Rongrong Wang, Zhaoqi Gao. Enhancing Subsurface Scatters Using Reflection-Damped Plane-Wave Least-Squares Reverse Time Migration[J]. IEEE Geoscience & Remote Sensing Letters, 2019. Online. (地球化學與地球物理2區;影響因子:3.534)
- Feipeng Li, Jinghuai Gao, Zhaoqi Gao, Xiudi Jiang, Wenbo Sun. A causal imaging condition for reverse time migration using the Discrete Hilbert transform and its efficient implementation on GPU[J]. Journal of Geophysics Engineering, 2019. Online. (地球化學與地球物理4區;影響因子:1.411)
- Daoyu Chen, Jinghuai Gao, Yupeng Hou, Zhaoqi Gao. High resolution inversion of seismic wavelet and reflectivity using iterative deep neural networks[C]. SEG Technical Program Expanded Abstracts 2019, 2538-2542.
- Jinghuai Gao, Daoyu Chen, Zhaoqi Gao, Hongling Chen, Zongben Xu. Super-resolution inversion of seismic wavelet and reflectivity for non-stationary seismic trace using deep learning[C]. The 14th International Conference of Theoretical and Computational Acoustics, 2019.
- Tao Yang, Jinghuai Gao, Bing Zhang, Zhaoqi Gao. A method of coherence attribute for seismic data based on the Renyi divergence[C]. The 14th International Conference of Theoretical and Computational Acoustics, 2019.
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Zongben Xu, Ru-shan Wu, Jicai Ding, and Tao Yang. Building long-wavelength velocity model via 3D frequency selected envelope inversion in the hybrid time-frequency domain[C]. SEG Global Meeting Abstracts: 44-47, 2019.
- Naihao Liu, Bo Zhang, Jinghuai Gao, Zhaoqi Gao, Shengjun Li. Seismic attenuation estimation using the modified log spectral ratio method[J]. Journal of Applied Geophysics, 2018, 159: 386-394. (地球科學綜合4區;影響因子:1.646)
- Zhibin Pan, Hao Liang, Zhaoqi Gao, Jinghuai Gao. Differential evolution with subpopulations for high-dimensional seismic inversion[J]. Geophysical Prospecting, 2018. 66 (6): 1060-1069.(地球化學與地球物理4區;影響因子:1.621)
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Ru-shan Wu. A novel full waveform inversion method based on a time-shift nonlinear operator[J]. Geophysical Journal International, 2017. 208(3): 1672-1689. (地球化學與地球物理3區;影響因子:2.777)
- Zhaoqi Gao, Zhibin Pan, and Jinghuai Gao. Frequency selected envelope inversion: a new approach for doing multi-scale full waveform inversion in the time domain[C]. SEG Global Meeting Abstracts: 13-17, 2017.
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao. Multimutation differential evolution algorithm and its application to seismic inversion[J]. IEEE Transactions on Geoscience & Remote Sensing, 2016. 54(6): 3626-3636. (地球化學與地球物理1區;影響因子:5.63)
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Ru-Shan Wu. A novel envelope inversion method with frequency selection mechanism[C]. SEG Technical Program Expanded Abstracts 2016, 1374-1379.
- 高照奇, 潘志斌, 高靜懷, Ru-shan Wu. 帶有頻率選擇機制的包絡反演算法[C]. 中國地球科學聯合學術年會, 2016.
- Zhibin Pan, Junjie Wu, Zhaoqi Gao, Jinghuai Gao. Adaptive differential evolution by adjusting subcomponent crossover rate for high-dimensional waveform inversion[J]. IEEE Geoscience and Remote Sensing Letters, 2015. 12 (6): 1327-1331. (中科學分區:地球化學與地球物理3區;影響因子:3.534)
- Zhaoqi Gao, Ru-shan Wu, Zhibin Pan, Jinghuai Gao. Full Waveform Inversion Algorithm Based on a Time-shift Nonlinear Operator[C]. SEG Technical Program Expanded Abstracts 2015, 1297-1302.
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao. A new highly efficient differential evolution scheme and its application to waveform inversion[J]. IEEE Geoscience & Remote Sensing Letters, 2014. 11(10): 1702-1706. (地球化學與地球物理2區;影響因子:3.534)
- Zhaoqi Gao, Jinghuai Gao, Zhibin Pan, Xiangjun Zhang. Building an initial model for full waveform inversion using a global optimization scheme[C]. SEG Technical Program Expanded Abstracts 2014, 1136-1141.
- Zhaoqi Gao, Zhibin Pan, Jinghuai Gao. Waveform inversion of seismic data using multi-mutation cooperative coevolutionary differential evolution algorithm[C]. The 11th International Conference on Theoretical and Computational Acoustics, 2014.
- Qingbao Zhou. Jinghuai Gao, Guowei Zhang, Zhaoqi Gao. Seismic Impedance Inversion Using Approximation Zero-norm Minimization with SQP Method[C]. 76th EAGE Conference & Exhibition 2014.
專利及軟體著作權
- 高照奇,潘志斌,高靜懷;一種不依賴於測井資料的絕對波阻抗反演方法,2018.12.07,中國,ZL201710625702.2;
- 楊濤;高照奇;高靜懷;張兵,基於結構自適應信息熵濾波器噪聲衰減技術軟體,2019SR0128755,登記日期:2019.02.03;
- 楊濤;高照奇;高靜懷;張兵,基於秩相關的地震資料相干屬性提取技術軟體,2019SR0097218,登記日期:2019.01.28。
科研項目:
- 2018YFC1504200主動源與被動源相結合的城市地下長波長速度建模 國家重點研發計畫課題專題 2018.12~ 負責人 縱向項目;
- BX201700193 深層油氣藏儲層波控制方程辨識與介質參數反演方法研究 人社部、中國博士後科學基金“博士後創新人才支持計畫” 2017.9~ 負責人 縱向項目;
- 41804113 帶有數據驅動波形矯正的全波形反演方法研究 國家自然科學基金(青年科學基金項目) 2019.1~ 負責人 縱向項目;
- 41390450 非常規油氣勘探與開發地球物理基礎理論與方法研究 國家自然科學基金(重大項目) 2014.1~ 參與人 縱向項目;
- 41390454 非常規油氣儲層表征理論與甜點識別方法研究 國家自然科學基金(重大項目子課題) 2014.1~ 參與人 縱向項目;
- 91330204 緻密油氣藏地震資料反演的混合建模與基礎算法 國家自然科學基金重大研究計畫 2014.1~2017.12 參與人 縱向項目;
- YXKY-2017-ZY-05基於孔隙介質波動方程疊前地震資料反演方法研究 中海油研究總院 2015.11~2017.12 參與人 橫向項目;
- 20120201110016 基於進化算法的高維參數空間複雜介質中波形反演方法研究 教育部博士點基金 2013.1~2015.12 參與人 縱向項目。
榮譽獎勵
- 2017年,獲得“博士後創新人才支持計畫”資助 (該計畫為中華人民共和國人力資源和社會保障部、全國博士後管委會所設立的一項青年拔尖人才支持計畫);
- 2017年,獲得第四屆“徐宗本套用數學論文獎”一等獎;
- 2017年,獲電信學院優秀博士論文培育基金;
- 2017年,獲電信學院“信源通”優秀研究生獎勵基金;
- 2016年,中國地球科學聯合學術年會“學生優秀論文獎”。