劉洋，1972年10月生，湖北松滋人，博士，教授，博士生導師。
1989年9月在江漢石油學院物探系學習，1993年6月獲勘查地球物理專業工學學士學位；1993年9月在石油大學（北京）地球科學系攻讀碩士學位，1995年9月直攻博士，1998年6月獲應用地球物理專業工學博士學位。1998年9月留校任教，2000年12月晉升為副教授，2006年6月晉升為教授，2008年6月遴選為博士生導師。2008年9月至2009年8月在美國德克薩斯大學奧斯汀分校做訪問學者一年?，F任EAGE（歐洲地學家與工程師學會）中國分會副主席、SEG（國際勘探地球物理家學會）研究委員會委員、SEG大學與學生項目委員會委員、SEG主辦的國際SCI期刊《Geophysics》副主編、中國地球物理學會主辦的SCI期刊《Applied Geophysics》副主編、《石油地球物理勘探》和《石油物探》核心期刊編委。
在教學和人才培養方面，先后為本科生講授“C語言程序設計”、“地震勘探原理”等課程，為研究生講授“地球物理資料解釋”、“地震資料數字處理”等課程，參與高等院校石油天然氣類規劃教材“地震數據處理方法”的編寫。講授的“地震勘探原理”課程，錄制成61個視頻，上傳至酷6網、大學生自學網，供免費學習。2000年至今，累計授課/帶大作業50門次。已獨立指導全日制碩士研究生畢業58名、博士研究生畢業7名。2008年以來指導的研究生中，獲全國百篇優秀博士學位論文提名獎1次、李四光優秀碩士研究生獎1次、中國地球物理學會學術年會“優秀學生論文獎”7次、國際學術研討會“優秀學生報告獎”和“最佳口頭報告獎”各1次、全國大學生勘探地球物理大賽一等獎7次，7年內28人次出國參加美國SEG年會、歐洲EAGE年會。擔任SEG、EAGE學生分會指導教師期間，SEG學生分會于2014年、2016年兩次獲得全球“山峰學生分會”（從300多個中評選10余個），EAGE學生分會2016年、2017年連續兩年獲得全球“最佳學生分會”（從70多個中評選3個）；2015年，指導學生組隊參加EAGE的FIELD大賽并獲全球第三名。作為主要負責人之一，2013年創辦“東方杯”全國大學生勘探地球物理大賽并已成功舉辦五屆大賽。
在科研及學術成果方面，長期從事地震勘探理論與方法研究工作，作為第一負責人完成教育部“新世紀優秀人才支持計劃”項目、“油氣資源與探測”國家重點實驗室“杰出人才”培育課題、國家自然科學基金面上項目、國家863“探索導向類”項目、教育部回國留學啟動基金、中國石油科技中青年創新基金等科研項目多項，在地震波動方程數值模擬、逆時偏移成像、全波形反演、多分量地震和提高地震資料分辨率等方面的研究中取得進展。至今共發表期刊論文143篇、國際會議論文68篇，被SCI收錄55篇、EI收錄76篇。以第一作者或通訊作者發表SCI論文45篇，其中國際SCI期刊論文30篇。2010年發表在美國《Geophysics》期刊上的論文被SEG主辦的期刊《The Leading Edge》報道為地球物理亮點（Geophysics Bright Spots）；發表在英國《Geophysical Journal International》、美國《Geophysics》期刊上的2篇論文入選2012年SEG出版的地球物理再版系列書（Geophysics Reprints Series book）《Numerical Modeling of Seismic Wave Propagation: Gridded Two-way Wave-equation Methods》，該書從20余種國際期刊、國際會議上發表的論文中遴選出78篇文獻；1篇論文2014年獲得國際SCI期刊《Journal of Geophysics and Engineering》最佳論文獎（Best Paper Award）。完成7項國家軟件著作權登記，獲8項授權國家發明專利，獲省部級科技進步一等獎2項、二等獎2項，獲省部級教育成果一等獎1項、二等獎1項。曾獲1999年度中國地球物理學會傅承義青年科技獎、2011年度劉光鼎地球物理青年科技獎，入選2010年度教育部新世紀優秀人才支持計劃。
研究方向：1. 地震模擬、反演與偏移；2. VSP與多波多分量地震；3. 人工智能地震資料處理和解釋
聯系方式：wliuyang@vip.sina.com; liuyang@cup.edu.cn; 010-89733017\
代表性成果
1. Yabing Zhang, Yang Liu, Shigang Xu, 2021, Viscoelastic wave simulation with high temporal accuracy using time-domain complex-valued equations, Surveys in Geophysics, 42, 97–132.
2. Haoran Zhang, Tiansheng Chen, Yang Liu, Yuxi Zhang, Jiong Liu, 2021, Automatic seismic facies interpretation using supervised deep learning, Geophysics, 86(1), IM15–IM33.
3. Yang Liu, 2020, Acoustic and elastic finite-difference modeling by optimal variable-length spatial operators, Geophysics, 85(2): T57–T70.
4. Yang Liu, 2020, Maximizing the CFL number of stable time–space domain explicit finite-difference modeling, Journal of Computational Physics, 416: 109501.
5. Yuxi Zhang, Yang Liu, Haoran Zhang, Hao Xue, 2020, Seismic facies analysis based on deep learning, IEEE Geoscience and Remote Sensing Letters, 17(7): 1119–1123.
6. Shigang Xu, Yang Liu, 2019, Time-space-domain temporal high-order staggered-grid finite-difference schemes by combining orthogonality and pyramid stencils for 3D elastic-wave propagation, Geophysics, 84(4): T259–T282.
7. Xin Liu, Yang Liu, Zhiming Ren and Bei Li, 2019, Perfectly matched layer boundary conditions for acoustic wave simulation in mesh-free discretization using frequency domain RBF-FD, Geophysical Prospecting, 67(7): 1732–1744.
8. Yang Liu, Mrinal K. Sen, 2018, An improved hybrid absorbing boundary condition for wave equation modeling, Journal of Geophysics and Engineering, 15(6): 2602–2613.
9. Zhiming Ren, Yang Liu, Mrinal K. Sen, 2017, Least-squares reverse time migration in elastic media, Geophysical Journal International, 208 (2): 1103–1125.
10. Bei Li, Yang Liu, Mrinal K. Sen, Zhiming Ren, 2017, Time-space-domain mesh-free finite-difference based on least-squares for 2D acoustic wave modeling, Geophysics, 82(4): T143–T157.
11. Zhiming Ren, Yang Liu, 2016, A hierarchical elastic full-waveform inversion scheme based on wavefield separation and the multistep-length approach, Geophysics, 81(3): R99–R123.
12. Enjiang Wang, Yang Liu, Mrinal K. Sen, 2016, Effective finite-difference modelling methods with 2-D acoustic wave equation using a combination of cross and rhombus stencils, Geophysical Journal International, 206(3): 1933–1958.
13. Zhiming Ren, Yang Liu, 2015, Acoustic and elastic modeling by optimal time–space domain staggered-grid finite-difference schemes, Geophysics, 80(1): T17–T40.
14. Zhiming Ren, Yang Liu, 2015, Elastic full waveform inversion using the second generation wavelet and an adaptive operator length scheme, Geophysics, 80(4), R155–R174.
15. Yang Liu, 2014, Optimal staggered-grid finite-difference schemes based on least squares for wave equation modeling, Geophysical Journal International, 197(2): 1033–1047.
16. Ren Zhiming, Yang Liu, Zhang Qunshan, 2014, Multiscale viscoacoustic waveform inversion with the second generation wavelet transform and adaptive time–space domain finite-difference method, Geophysical Journal International, 197 (2): 948–974.
17. Yang Liu, Mrinal K. Sen, 2013, Time–space domain dispersion-relation-based finite-difference method with arbitrary even-order accuracy for the 2D acoustic wave equation, Journal of Computational Physics, 232(1): 327–345.
18. Yang Liu, 2013, Globally optimal finite-difference schemes based on least squares, Geophysics, 78(4), T113–T132.
19. Yan Hongyong and Yang Liu, 2013, Visco-acoustic prestack reverse-time migration based on time–space domain adaptive high-order finite-difference method, Geophysical Prospecting, 61(5): 941–954.
20. Yang Liu, Mrinal K. Sen, 2012, A hybrid absorbing boundary condition for elastic staggered-grid modeling, Geophysical Prospecting, 60(6): 1114–1132.
21. Yang Liu, Mrinal K. Sen, 2011, Finite-difference modeling with adaptive variable length spatial operators, Geophysics, 76(4): T79–T89.
22. Yang Liu, Mrinal K. Sen, 2010, A hybrid scheme for absorbing edge reflections in numerical modeling of wave propagation, Geophysics, 75(2): A1–A6.
23. Yang Liu, Mrinal K. Sen, 2010, Acoustic VTI modeling with a time–space domain dispersion-relation-based finite-difference scheme, Geophysics, 75(3): A7–A13.
24. Yang Liu, Mrinal K. Sen, 2009, An implicit staggered-grid finite-difference method for seismic modeling, Geophysical Journal International, 179(1): 459–474.
25. Yang Liu, Mrinal K. Sen, 2009, A new time-space domain high-order finite-difference method for the acoustic wave equation, Journal of Computational Physics, 228(23), 8779–8806
主要成果
一、期刊論文
2017年
[1] Zhiming Ren, Yang Liu, Mrinal K. Sen, 2017, Least-squares reverse time migration in elastic media, Geophysical Journal International, 208(2): 1103-1125.
[2] Bei Li, Yang Liu, Mrinal K. Sen, Zhiming Ren, 2017, Time-space-domain mesh-free finite-difference based on least-squares for 2D acoustic wave modeling, Geophysics, 82(4): T143-T157.
[3] Enjiang Wang, Yang Liu, 2017, The hybrid absorbing boundary condition for one-step extrapolation and its application in wavefield decomposition-based reverse time migration, Journal of Geophysics and Engineering, 14(5): 1177-1188.
[4] Zhiming Ren, Zhenchun Li, Yang Liu, Mrinal K. Sen, 2017, Modeling of the Acoustic Wave Equation by Staggered-Grid Finite-Difference Schemes with High-Order Temporal and Spatial Accuracy, Bulletin of the Seismological Society of America, 107(9): 2160-2182.
[5] Xin Liu, Yang Liu, Zhiming Ren, Bei Li, Shigang Xu, Lekai Zhou, 2017, Hybrid absorbing boundary condition for three-dimensional elastic wave modeling, Applied Geophysics, 14(2): 270-278.
[6] 鐘晗, 劉洋, 2017, 頻變AVO影響因素研究, 石油地球物理勘探, 52(4): 783-796.
2016年
[7] Zhiming Ren, Yang Liu, 2016, A hierarchical elastic full-waveform inversion scheme based on wavefield separation and the multistep-length approach, Geophysics, 81(3): R99-R123.
[8] Enjiang Wang, Yang Liu, Mrinal K. Sen, 2016, Effective finite-difference modelling methods with 2-D acoustic wave equation using a combination of cross and rhombus stencils, Geophysical Journal International, 206(3): 1933-1958.
[9] Wei Liu, Siyuan Cao, Yang Liu, Yangkang Chen, 2016, Synchrosqueezing transform and its applications in seismic data analysis, Journal of Seismic Exploration, 25(3): 27-44.
2015年
[10] Ren Zhiming, Liu Yang, 2015, Acoustic and elastic modeling by optimal time-space domain staggered-grid finite-difference schemes, Geophysics, 80(1): T17-T40.
[11] Ren Zhiming, Liu Yang, 2015, Elastic full waveform inversion using the second generation wavelet and an adaptive operator length scheme, Geophysics, 80(4), R155-R174.
[12] Li Guofa, Liu Yang, Zheng Hao, Huang Wei, 2015, Absorption decomposition and compensation via a two-step scheme Geophysics, 80(6): V145–V155.
[13] Liu Yang, Hu Guangyi, Fan Ting’en, 2015, Suppression of strong scattered tube waves using the transverse component, Journal of Applied Geophysics, 112: 226-235.
[14] Zhang Xi, Liu Yang, Cai Xiaohui, Ren Zhiming, 2015, The AWWE-based hybrid absorbing boundary condition for finite-difference modeling and its application in reverse-time migration, Journal of Applied Geophysics, 123: 93–101.
[15] 蔡曉慧，劉洋，王建民，王維紅，任志明, 2015, 基于自適應優化有限差分方法的全波VSP逆時偏移, 地球物理學報, 58(9): 3317-3334.
[16] Cai Xiaohui, Liu Yang, Ren Zhiming, Wang Jianmin, Chen Zhide, Chen Keyang, Wang Cheng, 2015, 3D acoustic wave equation modeling based on an optimal finite-difference scheme, Applied Geophysics, 12(3): 409-420.
2014年
[17] Liu Yang, 2014, Optimal staggered-grid finite-difference schemes based on least squares for wave equation modeling, Geophysical Journal International, 197(2): 1033-1047.
[18] Ren Zhiming, Liu Yang, Zhang Qunshan, 2014, Multi-scale visco-acoustic waveform inversion with the second generation wavelet transform and adaptive time-space domain finite-difference method, Geophysical Journal International, 197(2): 948-974.
[19] Liu Yang, 2014, An optimal 5-point scheme for frequency-domain scalar wave equation, Journal of Applied Geophysics, 108: 19-24.
[20] Zhao Yan, Liu Yang, Li Xuxuan, Jiang Nansen, 2014, Time-frequency domain SNR estimation and its application in seismic data processing, Journal of Applied Geophysics, 107: 25-35.
[21] Yang Zongqing, Liu Yang, Ren Zhiming, 2014, Comparisons of visco-acoustic wave equations, Journal of Geophysics and Engineering, 11(2): 025004 (7pp).
[22] Zhao Yan, Liu Yang, Ren Zhiming, 2014, Viscoacoustic prestack reverse time migration based on the optimal time–space domain high-order finite-difference method, Applied Geophysics, 11(2): 50-62.
[23] 任志明, 劉洋, 2014, 一階彈性波方程數值模擬中的混合吸收邊界條件, 地球物理學報, 57(2): 595-606.
[24] 侯棟甲, 劉洋, 胡國慶, 魏修成, 陳天勝, 2014, 基于貝葉斯理論的疊前多波聯合反演彈性模量方法, 地球物理學報, 57(4): 1251-1264.
[25] 劉洋, 2014, 波動方程時空域有限差分數值解及吸收邊界條件研究進展, 石油地球物理勘探, 49(1), 35-46.
[26] 趙巖, 劉洋, 胡光義, 范廷恩, 董建華, 2014, 基于衰減補償的地震資料高分辨率處理方法, 石油物探, 53(1): 38-45, 92.
[27] 侯棟甲, 劉洋, 任志明, 魏修成, 陳天勝, 2014, 基于貝葉斯理論的VTI介質多波疊前聯合反演, 石油物探, 53(3): 294-303.
2013年
[28] Liu Yang, Sen Mrinal K., 2013, Time-space domain finite-difference method with arbitrary even-order accuracy for the 2D acoustic wave equation, Journal of Computational Physics, 232(1): 327-345.
[29] Liu Yang, 2013, Globally optimal finite-difference schemes based on least squares, Geophysics, 78(4), T113-T132.
[30] Yan Hongyong, Liu Yang, 2013, Visco-acoustic pre-stack reverse-time migration based on time-space domain adaptive high-order finite-difference method, Geophysical Prospecting, 61(5): 941-954.
[31] Ren Zhiming, Liu Yang, 2013, A hybrid absorbing boundary condition for frequency-domain finite-difference modeling, Journal of Geophysics and Engineering, 10(5): 054003 (16pp).
[32] Xiao Lizhi, Liu Yang, 2013, Geophysical modeling, Journal of Geophysics and Engineering, 10(5): 050201 (2pp).
[33] Yan Hongyong and Liu Yang, 2013, Pre-stack reverse-time migration based on the time-space domain adaptive high-order finite-difference method in acoustic VTI medium, Journal of Geophysics and Engineering, 10(1): 015010 (10pp).
[34] Chang Suoliang, Liu Yang, 2013, A truncated implicit high-order finite-difference scheme combined with boundary conditions, Applied Geophysics, 10(1): 53-62.
[35] 嚴紅勇, 劉洋, 2013, 基于時空域自適應高階有限差分的聲波疊前逆時偏移, 地球物理學報, 56(3): 971-984.
[36] 黃光南, 劉洋，等, 2013, 變網格間距速度層析成像方法, 石油地球物理勘探, 48(3): 379-389.
2012年
[37] Liu Yang, Sen Mrinal K., 2012, A hybrid absorbing boundary condition for elastic staggered-grid modeling, Geophysical Prospecting, 60(6): 1114-1132.
[38] Liu Yang, Liu Enru, 2012, Introduction to this special section: Carbonate research in China, The Leading Edge, 31(2): 138.
[39] Huang Guangnan, Liu Yang, 2012, Variable damping constraint tomography and its application in VSP data, Applied Geophysics, 9(2): 177-185.
[40] 嚴紅勇, 劉洋, 2012, 黏彈TTI介質中旋轉交錯網格高階有限差分數值模擬, 地球物理學報, 55(4): 1354-1365.
[41] 鎮晶晶, 劉洋, 2012, 幾種裂縫介質巖石物理模型的比較研究, 石油地球物理勘探, 47(6): 908-917, 950.
[42] 丁亮, 劉洋, 2012, 基于歸一化波場拆分互相關成像條件的疊前逆時偏移方法, 石油地球物理勘探, 47(3): 411-417.
[43] 李敏, 劉洋, 2012, 高階旋轉交錯網格模擬TTI介質中的橫波分裂,物探與化探，36(6): 934-940.
[44] 嚴紅勇, 劉洋, 2012, Kelvin-Voigt粘彈性介質地震波場數值模擬與衰減特征分析, 物探與化探, 36(5): 806-812.
2011年
[45] Liu Yang, Sen Mrinal K., 2011, Scalar wave equation modeling with time-space domain dispersion-relation-based staggered-grid finite-difference schemes, Bulletin of the Seismological Society of America, 101(1), 141-159.
[46] Liu Yang, Sen Mrinal K., 2011, Finite-difference modeling with adaptive variable-length spatial operators, Geophysics, 76(4): T79-T89.
[47] Liu Yang, Sen Mrinal K., 2011, 3D acoustic wave modeling with time-space domain dispersion-relation-based finite-difference schemes and hybrid absorbing boundary conditions, Exploration Geophysics, 42(3): 176-189.
[48] Hu Guoqing, Liu Yang, Wei Xiucheng, Chen Tiansheng, 2011, Joint PP and PS AVO inversion based on Bayes theorem, Applied Geophysics, 8(4): 293-302.
[49] Yuan Ye, Liu Yang, Zhang Jingyu, Wei Xiucheng and Chen Tiansheng, 2011, Reservoir prediction using multi-wave seismic attributes, Earthquake Science, 25(4): 373-389.
[50] 嚴紅勇, 劉洋, 趙前華, 李緒宣, 江南森, 2011, 一種提高VSP分辨率的反Q濾波方法, 石油地球物理勘探, 46(6): 873-880.
[51] 殷學鑫, 劉洋, 2011, 二維隨機介質模型正演模擬及其波場分析, 石油地球物理勘探, 46(6): 862-872.
[52] 丁亮, 劉洋, 2011, 逆時偏移成像技術研究進展, 地球物理學進展, 26(3): 1085-1100.
[53] 鎮晶晶, 劉洋, 2011, 裂縫介質巖石物理模型研究綜述, 地球物理學進展, 26(5): 1708-1716.
[54] 張晶玉, 劉洋, 2011, 共反射面元疊加方法綜述, 地球物理學進展, 26(5): 1717-1732.
[55] 嚴紅勇, 劉洋, 2011, 地震資料Q值估算與反Q濾波研究綜述, 地球物理學進展, 26(2): 606-615.
[56] 嚴紅勇, 劉洋, 2011, 用一種穩定的全反Q濾波方法提高疊前地震資料的分辨率, 石油天然氣學報, 33(6): 59-63.
2010年
[57] Liu Yang, Sen Mrinal K., 2010, A hybrid scheme for absorbing edge reflections in numerical modeling of wave propagation, Geophysics, 75(2): A1-A6.
[58] Liu Yang, Sen Mrinal K., 2010, Acoustic VTI modeling with a time-space domain dispersion-relation-based finite-difference scheme, Geophysics, 75(3): A7-A13.
[59] 袁野, 劉洋, 2010, 地震屬性優化與預測新進展, 勘探地球物理進展, 33(4): 229-238.
[60] 嚴紅勇, 劉洋, 等, 2010,利用VSP提高地面地震資料的分辨率, 石油天然氣學報, 32(3): 65-68.
[61] 常鎖亮, 劉洋, 趙長春, 李國發, 陳強, 2010, 地震縱波技術預測煤層瓦斯富集區的探討與實踐, 中國煤炭地質, 22(8): 9-15.
2009年
[62] Liu Yang, Sen Mrinal K., 2009, An implicit staggered-grid finite-difference method for seismic modeling, Geophysical Journal International, 179(1): 459-474.
[63] Liu Yang, Sen Mrinal K., 2009, A new time-space domain high-order finite-difference method for the acoustic wave equation, Journal of Computational Physics, 228(23), 8779-8806.
[64] Liu Yang, Sen Mrinal K., 2009, A practical implicit finite-difference method: examples from seismic modeling, Journal of Geophysics and Engineering, 6(3): 231-249.
[65] Yan Hongyong, Liu Yang, 2009, Estimation of Q and inverse Q filtering for prestack reflected PP- and converted PS-waves, Applied Geophysics, 6(1): 59-69.
[66] Wang Jing, Liu Yang, Zhe Sun, Hong Tian, Hua Su, Qianhua Zhao, Yingyu Liu, 2009, Acoustic impedance inversion of zero-offset VSP data, Applied Geophysics, 6(2): 150-158.
[67] Liu Yang, Sen Mrinal K., 2009, Advanced finite-difference methods for seismic modeling, Geohorizons, 14(2): 5-16.
[68] Liu Yang, Sen Mrinal K., 2009, Numerical modeling of wave equation by a truncated high-order finite-difference method, Earthquake Science, 22(2): 205-213.
[69] Wei Xiucheng, Liu Yang, Shi Songqun, Jiang Weidong, 2009, Detection of gas reservoirs by the joint use of P- and PS-waves: A case study on the Ordos basin, China, Earthquake Science, 22(3): 307-313.
[70] 孫哲, 劉洋, 王靜, 田洪, 蘇華, 趙前華, 2009, VSP優化預測反褶積與VSP子波替換法反褶積, 石油地球物理勘探, 44(5): 569-573.
[71] 劉洋, 魏修成, 2009, CMP道集反射波吸收方程和層Q值反演, 石油天然氣學報, 31(6): 69-76.
[72] 劉洋, 魏修成, 2008, 復雜構造中地震波傳播數值模擬研究, 新疆石油地質, 29(1): 12-14.
[73] 李文杰, 魏修成, 劉洋, 2005, 利用VSP資料提高地震資料處理質量的新途徑, 新疆石油地質, 26(1): 96-98.
[74] 張麗艷, 劉洋, 陳小宏, 2009, 基于虛擬距偏移方法的轉換波保幅疊前偏移, 中國石油大學學報（自然科學版）, 33(5): 50-55.
2008年
[75] Liu Yang, Wei Xiucheng, 2008, Propagation characteristics of converted refracted waves and its application in static correction of converted wave, Science in China Series D: Earth Sciences, 51(Suppl. II), 226-232.
[76] Liu Yang, Wei Xiucheng, 2008, Finite-difference numerical modeling with even-order accuracy in two-phase anisotropic media, Applied Geophysics, 2008, 5(2): 107-114. Zhang Liyan, Liu Yang, 2008, Anisotropic converted wave amplitude-preserving prestack time migration by the pseudo-offset method, Applied Geophysics, 5(3): 204-211.
[77] 劉洋, 2008, 促進科技創新,引領技術進步—2007年《石油地球物理勘探》評述, 石油地球物理勘探, 43(4): 479-487.
劉洋, 魏修成, 趙偉, 江南森, 2008, 斜井VSP三分量檢波器定向方法, 石油地球物理勘探, 43(1): 34-40.
[78] 張麗艷, 劉洋, 陳小宏, 2008, 相對振幅保持的轉換波疊前時間偏移方法研究, 石油地球物理勘探, 43(2): 153-157.
[79] 楊金華, 劉洋, 滿益志, 王興軍, 肖又軍, 張耀堂, 李國發, 2008, 復雜構造區t0時間漂移和疊加速度特征分析及其校正, 石油地球物理勘探, 43(1): 76-82.
[80] 楊金華, 滿益志, 劉洋, 李國發, 2008, 復雜構造成像能力及其存在問題, 天然氣工業, 28(6): 34-36.
[81] 張麗艷, 劉洋, 陳小宏, 2008, 幾種相對振幅保持的疊前偏移方法對比分析, 地球物理學進展, 23(3): 852-858.
[82] 常鎖亮, 楊起, 劉大錳, 劉洋, 李國發, 索重輝, 2008, 煤層氣儲層物性預測的AVO 技術對地震縱波資料品質要求的探討, 地球物理學進展, 23(4): 1236-1243.
[83] 王寶彬, 劉洋, 候愛源, 利用VSP資料估算反射界面傾角方法綜述, 2008, 勘探地球物理進展, 31(1): 16-24.
2007年
[84] Liu Yang, Zhang Qinghong, Bao Leiying, Wei Xiucheng, 2007, Pure S-waves in land P-wave source VSP data, Applied Geophysics, 4(3): 173-182.
[85] Yang Jinhua, Li Guofa, Liu Yang, Jiang Weidong, 2007, The Application of Elastic Impedance Inversion in Reservoir Prediction at Jinan Area of Tarim Oilfield, Applied Geophysics, 4(3): 201-206.
[86] 王建民, 劉洋, 魏修成, 2007, 三維VSP觀測系統設計研究, 石油地球物理勘探, 42(5): 489-494.
[87] 魏修成, 陳雨紅, 劉洋, 2007, 垂向非均勻介質中的地震波旅行時近似, 石油地球物理勘探, 42(2): 149-155.
[88] 崔炯成, 劉洋, 趙偉, 魏修成, 江南森, 2007, 斜井三維VSP觀測系統設計, 石油物探, 46(3): 302-309.
[89] 符志國, 劉洋, 魏修成, 黃捍東, 2007, 地震記錄相似性的小波屬性度量方法研究, 物探化探計算技術, 29(1): 7-11.
2006年
[90] Wei XiuCheng, Booth David, Liu Yang, 2006, The application of two-parameter velocity and slowness functions in approximating seismic reflection travel times, Journal of Geophysics and Engineering, 3(3) : 271-282.
[91] Wei XiuCheng, Jiang XiuDi, Booth David, Liu Yang, 2006, The inversion of seismic velocity usong partial-offset stack with well-log constraints, Journal of Geophysics and Engineering, 3(1): 50-58.
[92] Zhang Liyan, Liu Yang, 2006, Analysis and application of pseudo-offset method in the converted-wave prestack time migration, Applied Geophysics, 3(1): 18-26.
[93] Chen Tiansheng, Liu Yang, 2006, Multi-component AVO reponse of thin beds based on reflectance spectrum theory, Applied Geophysics, 3(1): 27-36.
[94] 劉洋, 2006, 高速層出露區常規地震勘探存在的問題與對策, 石油學報, 27(1): 53-57.
[95] 熊金良, 劉洋, 岳英, 薛廣建, 2006, 極淺海區水體地震響應正演模擬, 石油地球物理勘探, 41(3): 253-257.
[96] 陳天勝, 魏修成, 劉洋, 2006, 一種新的各向異性彈性阻抗近似公式, 石油物探, 45(6): 563-569.
[97] 劉洋, 魏修成, 2006, 三維轉換波地震資料處理方法, 天然氣工業, 26(12): 72-74.
[98] 曾忠, 閻世信, 魏修成, 劉洋, 2006, 地震屬性解釋技術的研究及確定性分析, 天然氣工業, 26(3): 41-43.
[99] 陳天勝, 劉洋, 魏修成, 2006, 縱波和轉換波聯合AVO反演方法, 中國石油大學學報(自然科學版), 30(1):33-37.
2005年
[100] Liu Yang, Wei XiuCheng, 2005, Stability criterion of elastic wave modeling by Fourier method, Journal of Geophysics and Engineering, 2(2): 153-157.
[101] 劉洋, 2005, 利用地震資料估算孔隙度和飽和度的一種新方法, 石油學報, 26(2): 61-64.
[102] 熊金良, 劉洋, 侯伯剛, 2005, 任意各向異性介質方位旅行時正演, 石油地球物理勘探, 40(3): 300-304.
[103] 劉洋, 魏修成, 2005, 轉換波三參數速度分析和動校正方法, 石油地球物理勘探, 40(5): 504-509.
[104] 陳天勝, 劉洋, 魏修成, 2005, 幾種P-SV轉換波反射系數近似公式的比較, 石油物探, 44(1): 1-3.
[105] 劉洋, 魏修成, 2005, 幾種反射波時距方程的比較, 地球物理學進展, 20(3): 645-653.
[106] 姜秀娣, 劉洋, 魏修成, 黃捍東, 2005, 一種同時反演縱波速度和泊松比的方法, 地球物理學進展, 20(2): 314-318.
[107] 張麗艷, 劉洋, 2005, 轉換波疊前時間偏移方法綜述, 地球物理學進展, 20(4): 1134-1139.
[108] 馬昭軍, 劉洋, 2005, 地震波衰減反演研究綜述, 地球物理學進展, 20(4): 1074-1082.
[109] 劉洋, 魏修成, 2005, 轉換波地震勘探中的最大炮檢距設計, 勘探地球物理進展, 28(3): 178-182.
[110] 符志國, 劉洋, 魏修成, 2005, 二維屬性線性可分模式SOFM識別, 吉林大學學報(地球科學版), 35(增刊): 110-116.
2004年
[111] Liu Yang, Wei XiuCheng, 2004, Fast P-wave AVO in fluid-saturated porous media with aligned fractures, Journal of Geophysics and Engineering, 1(4): 307-311.
[112] Zhang Jian-jun, Wei Xiu-cheng, Liu Yang. 2004. Methods to increase the depth and precision of transient Rayleigh wave exploration, Journal of Coal Science & Engineering (China), 10(1): 33-35.
[113] 劉洋, 2004, 雙曲時距方程對地震資料處理的影響, 石油地球物理勘探, 39(2): 133-138.
[114] 李文杰, 魏修成, 劉洋. 2004, 利用VSP資料反演地層層速度的一種新途徑, 石油物探, 43(2): 126-129.
[115] 李文杰, 魏修成, 劉洋. 2004, 聲波正演中的一種新的邊界條件－雙重吸收邊界條件, 石油物探, 43(6): 528-531. 李文杰, 魏修成, 劉洋, 2004, SVD濾波法在直達波和折射波衰減處理中的應用, 石油勘探與開發, 31(5): 71-73.
[116] 郭小龍, 歐陽永林, 劉洋, 魏修成, 包世海, 2004, 轉換波地震技術在長慶地區的應用, 天然氣工業, 24(增刊):20-22. 2003年
[117] Liu Yang, Wei Xiu-cheng, 2003, Finite element equations and numerical simulation of elastic wave propagation in two-phase anisotropic media, Acta Seismologica Sinica(English Edition), 16(2), 166-174.
[118] 張曉斌, 李亞林, 唐建侯, 楊慧珠, 劉洋, 2003, 利用多波資料檢測裂縫, 石油地球物理勘探, 38(4): 431-434.
[119] 劉洋, 2003, 強工頻干擾波的提取與消除方法, 石油物探, 42(2): 154-159.
[120] 劉洋, 魏修成, 2003, 基于線性連續速度模型的速度分析與動校正方法, 石油勘探與開發, 30(5): 71-74.
[121] 曾忠, 閻世信, 魏修成, 劉洋, 2003, 蘇里格氣田地震預測技術效果分析及對策, 石油勘探與開發, 30(6): 63-67.
[122] 劉洋, 2003, 反射波分式展開式時距方程及其精度分析, 石油物探, 42(4): 441-447.
[123] 劉洋, 魏修成, 2003, 轉換波地震勘探的若干問題與對策, 勘探地球物理進展, 26(4): 247-251.
[124] 魏修成, 劉洋, 2003, 等效連續速度模型在地震資料處理中的應用, 勘探地球物理進展, 26(4): 260-267.
2003年以前
[125] 劉洋, 2002, 我國陸上轉換波資料質量評價, 石油地球物理勘探, 37(2): 191-195.
[126] 劉洋, 魏修成, 王長春, 陳剛, 李國發, 劉軍, 2002, 三維三分量地震勘探觀測系統設計方法, 石油地球物理勘探, 37(6): 549-555.
[127] 劉洋, 李承楚, 牟永光, 2000, 雙相橫向各向同性介質分界面上彈性波反射與透射問題研究, 地球物理學報, 43(5): 691-698.
[128] 劉洋, 李承楚, 2000, 雙相各向異性介質中彈性波傳播偽譜法數值模擬研究, 地震學報, 22(2): 132-138.
[129] 劉洋, 2000, CDP道集地震反射波特征描述及特征提取方法, 石油物探, 39(1): 10-19.
[130] 邵文斌, 陳小宏, 劉洋, 王守東, 2002, 英雄嶺山地地震干擾波分析與處理, 石油勘探與開發, 29(1): 106-108.
[131] 何兵壽, 魏修成, 劉洋, 2001, 三維波動方程的數值頻散關系及其疊前和疊后數值模擬, 石油大學學報(自然科學版), 25(1): 67-71.
[132] 魏修成, 劉洋, 2000, 高精度轉換波速度分析, 石油勘探與開發, 27(2): 57-59.
[133] 劉洋, 李承楚, 1999, 雙相各向異性介質中彈性波傳播特征研究, 地震學報, 21(4): 367-373.
[134] 劉洋, 魏修成, 1999, 三維反射縱波旅行時檢測裂隙, 石油地球物理勘探, 34(6): 607-613.
[135] 劉洋, 董敏煜, 1999, 各向異性介質中的方位AVO, 石油地球物理勘探, 34(3): 260-268.
[136] 劉洋, 李承楚, 牟永光, 1998, 具有傾斜對稱軸橫向各向同性介質中的彈性波, 石油地球物理勘探, 33(2): 161-169.
[137] 劉洋, 李承楚, 牟永光, 1998, 任意偶數階精度有限差分數值模擬, 石油地球物理勘探, 33(1): 1-10.
[138] 劉洋, 李承楚, 1997, 地震資料信噪比估計的幾種方法, 石油地球物理勘探, 32(2): 257-262.
[139] 劉洋, 1995, 基于傅氏變換特點的一種速度分析新方法, 石油地球物理勘探, 30(3): 329-336.
[140] 傅旦丹, 劉洋, 陳遵德, 王慎中, 1993, 粘彈介質中聲波的偽譜法模擬, 江漢石油學院學報, 15(4), 35-42.
二、國際會議論文
2017年
[1] Hao Xue, Yang Liu, 2017, Multi-source least-square reverse time migration based on MPI and CUDA hybrid accelerating algorithm, 79th EAGE Conference & Exhibition, Extended Abstracts.
[2] Shigang Xu, Yang Liu, 2017, Modeling of high accuracy pure acoustic wave equations in transversely isotropic media using optimized pseudo-analytical method, 79th EAGE Conference & Exhibition, Extended Abstracts.
[3] Shigang Xu, Yang Liu, 2017, Optimal explicit and implicit rotated staggered-grid finite-difference schemes for seismic modeling in elastic TTI media, 79th EAGE Conference & Exhibition, Extended Abstracts.
[4] Xin Liu, Yang Liu, 2017, A perfectly matched layer boundary condition for acoustic wave simulation in mesh-free discretization using frequency domain RBF-FD, 87th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[5] Xiao Wu, Yang Liu, Xiaohui Cai, 2017, Comparison of Three Elastic Wavefield Decomposition Methods and Their Applications in Multidirectional Vector Imaging, 87th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[6] Shigang Xu, Yang Liu, 2017, Effective simulation of pure acoustic wave equation in TTI media, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[7] Zhennan Yu, Yang Liu, 2017, Offset domain common image gather based wave-equation migration velocity analysis, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[8] Lekai Zhou, Yang Liu, Zhiming Ren, Han Zhong, Yuhang Sun, 2017, VSP wavefield decomposition using global and local optimization-based inversion, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[9] Hongyu Zhou, Yang Liu, Xiaohui Cai, Enjiang Wang, Shigang Xu, Jing Wang, 2017, Accelerating viscoacoustic wave extrapolation by parallelizing local spectral operator, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[10] Han Zhong, Yang Liu, Jinpeng Liu, Lekai Zhou, 2017, An effective method to predict porosity using GA-WNN hybrid algorithm, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[11] Yuhang Sun, Tiansheng Chen, Yuxin Ji, Lei Shi, Yang Liu, Lekai Zhou, 2017, Russell Fluid Factor-based PP and PS Elastic Impedance Joint Inversion, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[12] Mi Zhang, Yang Liu, 2017, Seismic data interpolation based on radial basis function, 2017 CGS/SEG International Geophysical Conference, Expanded Abstracts.
[13] Hao Xue, Yang Liu, 2017, VSP reverse time migration based on complex wavefield decomposition, 2017 SEG Carbonate Reservoir E&P Workshop, Expanded Abstracts.
[14] Yabing Zhang, Yang Liu, Yonglin Ouyang, Qingcai Zeng, Jiangqiang Huang, Multiwave AVO joint inversion in time-frequency domain based on Bayesian inference, 2017 SEG Carbonate Reservoir E&P Workshop, Expanded Abstracts.
2016年
[15] Shigang Xu, Yang Liu, 2016, First-order hybrid absorbing boundary condition of elastic wave equations forward modelling in TTI Media, 78th EAGE Conference & Exhibition, Extended Abstracts.
[16] Shigang Xu, Yang Liu, 2016, Acoustic TTI Modelling with a time-space domain finite-difference stencil, 78th EAGE Conference & Exhibition, Extended Abstracts.
[17] Luping Qu, Yang Liu, P. Yong, 2016, A method for fast elastic wave imaging, 78th EAGE Conference & Exhibition, Extended Abstracts.
[18] Luping Qu, Yang Liu, P. Yong, 2016, An explicit time evolution method for 3D acoustic wave propagation based on staggered grids, 78th EAGE Conference & Exhibition, Extended Abstracts.
[19] Xin Liu, Yang Liu, 2016, 3D elastic wave modeling using hybrid absorbing boundary condition and global optimal implicit finite-difference scheme, 78th EAGE Conference & Exhibition, Extended Abstracts.
[20] Enjiang Wang, Yang Liu, 2016, Reverse time migration using analytical wavefield and wavefield decomposition imaging condition, 86th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
2015年
Zhiming Ren, Yang Liu, 2015, An elastic full-waveform inversion method based on wavefiled separation, 77th EAGE Conference & Exhibition, Extended Abstracts.
[21] Enjiang Wang, Yang Liu, 2015, Finite difference modelling with (2M)th-order spatial and (2N)th-order temporal accuracies for 2D acoustic wave equation, 77th EAGE Conference & Exhibition, Extended Abstracts.
[22] Bei Li, Yang Liu, 2015, Acoustic finite-difference modeling on locally adjusted grid in the presence of rugged topography, 77th EAGE Conference & Exhibition, Extended Abstracts.
[23] Bei Li, Yang Liu, 2015, Method for Generating Expected Wavelet in 2-D Rotated-staggered Grid Finite-difference Scheme, 77th EAGE Conference & Exhibition, Extended Abstracts.
[24] Xiaohui Cai, Yang Liu, Zhiming Ren, 2015, Elastic reverse-time migration based on the optimal staggered-grid finite-difference scheme, 85th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[25] Qiang Ge, Yang Liu, 2015, PP and PS AVO Joint Inversion for P- and S- Wave Moduli before NMO Correction, 85th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
2014年
[26] Ren Zhiming, Liu Yang, Wei Xiucheng and Tiansheng Chen, 2014, Elastic Full Waveform Inversion Using the Time-space Domain Adaptive Staggered-grid Finite-difference Method, 76th EAGE Conference & Exhibition, Extended Abstracts.
[27] Cai Xiaohui, Liu Yang, Wang Jianmin and Wang Weihong, 2014, Reverse Time Migration Using Both Primaries and Multiples Based on the Adaptive Optimal Finite-difference Scheme, 76th EAGE Conference & Exhibition, Extended Abstracts.
[28] Cai Xiaohui, Liu Yang, Wang Jianmin and Wang Weihong, 2014, 3D Acoustic Wave Modelling with a Globally Optimal Finite-difference Scheme Based on Least Squares, 76th EAGE Conference & Exhibition, Extended Abstracts.
[29] Zhao Yan, Liu Yang, Hu Guangyi and Fan Tingen, 2014, Time-varying Wavelet Estimation and Deconvolution Using VSP Data, 76th EAGE Conference & Exhibition, Extended Abstracts.
[30] Wang Enjiang, Liu Yang, Wei Xiucheng and Ji Yuxin, 2014, Numerical Modeling of 2D Elastic Wave Propagation in Porous VTI Medium Using Implicit Rotated Staggered Grid FD Method, 76th EAGE Conference & Exhibition, Extended Abstracts.
[31] Hou Dongjia and Liu Yang, 2014, PP and PS AVO joint Inversion for P- and S-wave Moduli, 76th EAGE Conference & Exhibition, Extended Abstracts.
[32] Xiao Wu and Yang Liu, 2014, Visco-elastic modeling of refractions and its application in converted wave static correction, 84th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[33] Xuxuan Li, Zhiming Ren, Yang Liu, Guangyi Hu and Tingen Fan, 2014, A multicomponent wavefield decomposition method for VSP data based on global optimization, 84th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[34] Xuxuan Li, Yang Liu, Xianwen Zhang, Guanyi Hu, Ting'en Fan, Yongquan Jing and Shufang Ma, 2014, Walkaway VSP data processing methods and their application in H oilfield, 84th SEG Annual International Meeting & Exhibition, Expanded Abstracts.
2013年
[35] Liu Yang, 2013, An optimal finite-difference scheme based on least squares for acoustic modeling, 83rd SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[36] Zhang Xi, Liu Yang, Ren Zhiming, 2013, A hybrid absorbing boundary condition with AWWEs for finite-difference modeling, 83rd SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[37] Yang Zongqing, Liu Yang, Ren Zhiming, 2013, Comparisons of viscous acoustic wave equations, 83rd SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[38] Liu Yang, 2012, Finite-difference modeling with a minimal computation cost, 82nd SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[39] Ren Zhiming, Liu Yang, 2013, Multi-scale full waveform inversion using the second generation wavelet, 75th EAGE Conference & Exhibition, Extended Abstracts.
[40] Ren Zhiming, Liu Yang, 2013, Comparison of hybrid absorbing boundary condition and perfectly matched layer for frequency-domain elastic modeling, 75th EAGE Conference & Exhibition, Extended Abstracts.
2012年
[41] Ren Zhiming, Liu Yang, 2012, A hybrid absorbing boundary condition for frequency-domain visco-acoustic finite-difference modeling, 82nd SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[42] Zhang Yuankai, Liu Yang, 2012, 3D poroviscoelastic rotated staggered finite-difference modeling with PML absorbing boundary conditions, 82nd SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[43] Liu Yang, Yan Hongyong, 2012, Acoustic finite-difference prestack reverse time migration with adaptive variable length spatial operators, 74th EAGE Conference & Exhibition, Expanded Abstracts.
[44] Zhao Yan, Liu Yang, Li Xuxuan, Jiang Nansen, 2012, An approach of inverse Q filtering considering time-frequency domain signal-to-noise ratio, 74th EAGE Conference & Exhibition, Expanded Abstracts.
2011年
[45] Liu Yang, Sen Mrinal K., 2011, Finite-difference modeling with variable length spatial operators and time steps, 81st SEG Annual International Meeting & Exhibition, Expanded Abstracts, 2834-2837.
[46] Liu Yang, Sen Mrinal K., 2011, Comparisons between the hybrid ABC and the PML method for 2D high-order finite-difference acoustic modeling, 81st SEG Annual International Meeting & Exhibition, Expanded Abstracts, 2952-2956.
[47] Liu Yang, Sen Mrinal K., 2010, Finite-difference modeling with variable space operator lengths, 80th SEG Annual International Meeting & Exhibition, Expanded Abstracts, 2930-2934.
[48] Liu Yang, Sen Mrinal K., 2011, Time-space domain finite-difference method with arbitrary even-order accuracy for the 2D acoustic wave equation, 73rd EAGE Conference & Exhibition, Extended Abstracts.
[49] Ma Jitao, Chen Xiaohong, Liu Yang, 2011, VSP multiple attenuation theory using SRME technique, 73rd EAGE Conference & Exhibition, Extended Abstracts.
2010年
[50] Liu Yang, Sen Mrinal K., 2010, A hybrid absorbing boundary condition for elastic wave modeling with staggered-grid finite difference, 80th SEG Annual International Meeting & Exhibition, Expanded Abstracts, 2945-2949.
[51] Ma Jitao, Sen Mrinal K., Chen Xiaohong, Liu Yang, 2010, OBC Multiple Attenuation Technique Using SRME Theory, 80th SEG Annual International Meeting & Exhibition, Expanded Abstracts, 3473-3477.
[52] Liu Yang, Sen Mrinal K., 2010, 3D acoustic wave modeling with a time-space domain dispersion-relation-based finite-difference scheme, 8th International Conference & Exposition on Petroleum Geophysics, Expanded abstract, ID82.
2009年
[53] Liu Yang, Sen Mrinal K., 2009, Acoustic VTI modeling by a new time-space domain high-order finite-difference Method, 79th SEG Annual International Meeting & Exhibition, Expanded Abstracts, ID27, 2727-2731.
[54] Liu Yang, Sen Mrinal K., 2009, 2D acoustic wave equation modeling with a new high-accuracy time-space domain finite-difference stencil, 71st EAGE Conference and Exhibition - Extended Abstracts, v3, p2026-2030.
[55] Liu Yang, Sen Mrinal K., 2009, A new time-space domain high-order finite-difference method for acoustic wave equation, CPS/SEG Beijing 2009 International Geophysical Conference & Exposition, Expanded abstract, ID54.
[56] Zhang Liyan, Wang Jianmin, Liu Yang, 2009, Converted-wave angle-domain amplitude preserving common image-gathers, CPS/SEG Beijing 2009 International Geophysical Conference & Exposition, Expanded abstract, ID1030.
[57] Zhang Liyan, Liu Yang, Chen Shumin, 2009, Analysis and application of pseudo-offset method in the anisotropic converted wave prestack time migration, CPS/SEG Beijing 2009 International Geophysical Conference & Exposition, Expanded abstract, ID1031.
2009年以前
[58] Liu Yang, Wei Xiucheng, 2005, Interval Q inversion from CMP gathers: part I-absorption equation, 75nd SEG Annual International Meeting & Exhibition, Expanded Abstracts, 1717-1720.
[59] Liu Yang, Wei Xiucheng, 2005, Interval Q inversion from CMP gathers: part II-inversion method, 75nd SEG Annual International Meeting & Exhibition, Expanded Abstracts, 1721-1724.
[60] Wei Xiucheng, Liu Yang, 2005, The application of equivalent velocity in multi-component VSP data processing, 67th EAGE Conference and Exhibition, incorporating SPE EUROPE2005 - Extended Abstracts, 2283-2286.
[61] Wei XiuCheng, Liu Yang, 2002, The study of static correction in desert and loose terrain, 72nd SEG Annual International Meeting & Exhibition, Expanded Abstracts, 2, 2249-2252.
[62] Liu Yang, Wei Xiucheng, 2001, Stability criterion of elastic wave modeling by Fourier method in arbitrary anisotropic media, 71st SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[63] Liu Yang, Wei Xiucheng, 2001, Finite element modeling of seismic wave propagation in two-phase anisotropic media, 71st SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[64] He Bingshou, Wei Xiucheng, Liu Yang, Zhang Jianjun, 2001, Theoretical Analyses of Time-lapse Exploration Method, 71st SEG Annual International Meeting & Exhibition, Expanded Abstracts.
[65] Liu Yang, Wei Xiucheng, 2000, Fast P-wave AVO in fluid-saturated porous, aligned fractured media, 70th SEG Annual International Meeting & Exhibition, Expanded Abstracts, 162-165.
[66] Liu Yang, Wei Xiucheng, 2000, Study of converted-wave processing method with high precision, Second Russian-China Oil Geophysical Seminar, Technical Abstracts, 80-89.
[67] Liu Yang, Mou Yongguang, Li Chengchu, 1998, Numerical simulation of seismic response in two-phase, anisotropic media, CPS/SEG Beijing’98 International Geophysical Conference and Exposition, Expanded Abstracts, 793-796.
