姓名：刘洋

博士，教授，博士生导师。

1989年9月在江汉石油学院物探系学习，1993年6月获勘查地球物理专业工学学士学位；1993年9月在石油大学（北京）地球科学系攻读硕士学位，1995年9月直攻博士，1998年6月获应用地球物理专业工学博士学位。1998年9月留校任教，2000年12月晋升为副教授，2006年6月晋升为教授，2008年6月遴选为博士生导师。2008年9月至2009年8月在美国德克萨斯大学奥斯汀分校做访问学者一年。现任eage（欧洲地学家与工程师学会）中国分会副主席、seg（国际勘探地球物理家学会）研究委员会委员、seg大学与学生项目委员会委员、seg主办的国际sci期刊《geophysics》副主编、中国地球物理学会主办的sci期刊《applied geophysics》副主编、《石油地球物理勘探》和《石油物探》核心期刊编委。

在教学和人才培养方面，先后为本科生讲授“c语言程序设计”、“地震勘探原理”等课程，为研究生讲授“地球物理资料解释”、“地震资料数字处理”等课程，参与高等院校石油天然气类规划教材“地震数据处理方法”的编写。讲授的“地震勘探原理”课程，录制成61个视频，上传至酷6网、大学生自学网，供免费学习。2000年至今，累计授课/带大作业50门次。已独立指导全日制硕士研究生毕业58名、博士研究生毕业7名。2008年以来指导的研究生中，获全国百篇优秀博士学位论文提名奖1次、李四光优秀硕士研究生奖1次、中国地球物理学会学术年会“优秀学生论文奖”7次、国际学术研讨会“优秀学生报告奖”和“最佳口头报告奖”各1次、全国大学生勘探地球物理大赛一等奖7次，7年内28人次出国参加美国seg年会、欧洲eage年会。担任seg、eage学生分会指导教师期间，seg学生分会于2014年、2016年两次获得全球“山峰学生分会”（从300多个中评选10余个），eage学生分会2016年、2017年连续两年获得全球“最佳学生分会”（从70多个中评选3个）；2015年，指导学生组队参加eage的field大赛并获全球第三名。作为主要负责人之一，2013年创办“东方杯”全国大学生勘探地球物理大赛并已成功举办五届大赛。

在科研及学术成果方面，长期从事地震勘探理论与方法研究工作，作为第一负责人完成教育部“新世纪优秀人才支持计划”项目、“油气资源与探测”国家重点实验室“杰出人才”培育课题、国家自然科学基金面上项目、国家863“探索导向类”项目、教育部回国留学启动基金、中国石油科技中青年创新基金等科研项目多项，在地震波动方程数值模拟、逆时偏移成像、全波形反演、多分量地震和提高地震资料分辨率等方面的研究中取得进展。至今共发表期刊论文143篇、国际会议论文68篇，被sci收录55篇、ei收录76篇。以第一作者或通讯作者发表sci论文45篇，其中国际sci期刊论文30篇。2010年发表在美国《geophysics》期刊上的论文被seg主办的期刊《the leading edge》报道为地球物理亮点（geophysics bright spots）；发表在英国《geophysicaljournal international》、美国《geophysics》期刊上的2篇论文入选2012年seg出版的地球物理再版系列书（geophysics reprints series book）《numericalmodeling of seismic wave propagation: gridded two-way wave-equation methods》，该书从20余种国际期刊、国际会议上发表的论文中遴选出78篇文献；1篇论文2014年获得国际sci期刊《journal of geophysics ａnd engineering》最佳论文奖（bestpaper award）。完成7项国家软件著作权登记，获8项授权国家发明专利，获省部级科技进步一等奖2项、二等奖2项，获省部级教育成果一等奖1项、二等奖1项。曾获1999年度中国地球物理学会傅承义青年科技奖、2011年度刘光鼎地球物理青年科技奖，入选2010年度教育部新世纪优秀人才支持计划。

研究方向：1. 地震模拟、反演与偏移；2. vsp与多波多分量地震；3. 人工智能地震资料处理和解释

联系方式：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 usingtime-domain complex-valued equations, surveys in geophysics, 42, 97–132.

2. haoran zhang, tiansheng chen, yangliu, yuxi zhang, jiong liu, 2021, automatic seismic facies interpretation usingsupervised deep learning, geophysics, 86(1), im15–im33.

3. yang liu, 2020, acoustic ａnd elasticfinite-difference modeling by optimal variable-length spatial operators,geophysics, 85(2): t57–t70.

4. yang liu, 2020, maximizing the cflnumber of stable time–space domain explicit finite-difference modeling, journal ofcomputational physics, 416: 109501.

5. yuxi zhang, yang liu, haoran zhang,hao xue, 2020, seismic facies analysis based on deep learning, ieee geoscienceand remote sensing letters, 17(7): 1119–1123.

6. shigang xu, yang liu, 2019,time-space-domain temporal high-order staggered-grid finite-difference schemesby combining orthogonality ａnd pyramid stencils for 3d elastic-wavepropagation, geophysics, 84(4): t259–t282.

7. xin liu, yang liu, zhiming ren ａndbei li, 2019, perfectly matched layer boundary conditions for acoustic wavesimulation in mesh-free discretization using frequency domain rbf-fd,geophysical prospecting, 67(7): 1732–1744.

8. yang liu, mrinal k. sen, 2018, animproved 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, geophysicaljournal international, 208 (2): 1103–1125.

10. bei li, yang liu, mrinal k. sen,zhiming ren, 2017, time-space-domain mesh-free finite-difference based onleast-squares for 2d acoustic wave modeling, geophysics, 82(4): t143–t157.

11. zhiming ren, yang liu, 2016, ahierarchical elastic full-waveform inversion scheme based on wavefield separationand 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 waveequation using a combination of cross ａnd rhombus stencils, geophysical journalinternational, 206(3): 1933–1958.

13. zhiming ren, yang liu, 2015,acoustic ａnd elastic modeling by optimal time–space domain staggered-gridfinite-difference schemes, geophysics, 80(1): t17–t40.

14. zhiming ren, yang liu, 2015, elasticfull waveform inversion using the second generation wavelet ａnd an adaptiveoperator length scheme, geophysics, 80(4), r155–r174.

15. yang liu, 2014, optimalstaggered-grid finite-difference schemes based on least squares for waveequation modeling, geophysical journal international, 197(2): 1033–1047.

16. ren zhiming, yang liu, zhangqunshan, 2014, multiscale viscoacoustic waveform inversion with the secondgeneration 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 domaindispersion-relation-based finite-difference method with arbitrary even-orderaccuracy for the 2d acoustic wave equation, journal of computational physics, 232(1):327–345.

18. yang liu, 2013, globally optimalfinite-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 adaptivehigh-order finite-difference method, geophysical prospecting, 61(5): 941–954.

20. yang liu, mrinal k. sen, 2012, ahybrid 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, ahybrid scheme for absorbing edge reflections in numerical modeling of wavepropagation, geophysics, 75(2): a1–a6.

23. yang liu, mrinal k. sen, 2010,acoustic vti modeling with a time–space domain dispersion-relation-based finite-differencescheme, geophysics, 75(3): a7–a13.

24. yang liu, mrinal k. sen, 2009, animplicit staggered-grid finite-difference method for seismic modeling,geophysical journal international, 179(1): 459–474.

25. yang liu, mrinal k. sen, 2009, a newtime-space domain high-order finite-difference method for the acoustic waveequation, journal of computational physics, 228(23), 8779–8806

主要成果

一、期刊论文

2017年

[1] zhiming ren, yang liu, mrinal k.sen, 2017, least-squares reverse time migration in elastic media, geophysicaljournal international, 208(2): 1103-1125.

[2] bei li, yang liu, mrinal k. sen,zhiming ren, 2017, time-space-domain mesh-free finite-difference based onleast-squares for 2d acoustic wave modeling, geophysics, 82(4): t143-t157.

[3] enjiang wang, yang liu, 2017, thehybrid absorbing boundary condition for one-step extrapolation ａnd itsapplication in wavefield decomposition-based reverse time migration, journal ofgeophysics 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-gridfinite-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, beili, shigang xu, lekai zhou, 2017, hybrid absorbing boundary condition forthree-dimensional elastic wave modeling, applied geophysics, 14(2): 270-278.

[6] 钟晗, 刘洋, 2017, 频变avo影响因素研究, 石油地球物理勘探,52(4): 783-796.

2016年

[7] zhiming ren, yang liu, 2016, ahierarchical elastic full-waveform inversion scheme based on wavefieldseparation 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 waveequation using a combination of cross ａnd rhombus stencils, geophysical journalinternational, 206(3): 1933-1958.

[9] wei liu, siyuan cao, yang liu,yangkang chen, 2016, synchrosqueezing transform ａnd its applications in seismicdata 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-gridfinite-difference schemes, geophysics, 80(1): t17-t40.

[11] ren zhiming, liu yang, 2015,elastic full waveform inversion using the second generation wavelet ａnd anadaptive 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-stepscheme geophysics, 80(6): v145–v155.

[13] liu yang, hu guangyi, fan ting’en, 2015, suppressionof strong scattered tube waves using the transverse component, journal ofapplied geophysics, 112: 226-235.

[14] zhang xi, liu yang, cai xiaohui,ren zhiming, 2015, the awwe-based hybrid absorbing boundary condition forfinite-difference modeling ａnd its application in reverse-time migration,journal of applied geophysics, 123: 93–101.

[15] 蔡晓慧，刘洋，王建民，王维红，任志明, 2015, 基于自适应优化有限差分方法的全波vsp逆时偏移, 地球物理学报,58(9): 3317-3334.

[16] cai xiaohui, liu yang, ren zhiming,wang jianmin, chen zhide, chen keyang, wang cheng, 2015, 3d acoustic waveequation modeling based on an optimal finite-difference scheme, appliedgeophysics, 12(3): 409-420.

2014年

[17] liu yang, 2014, optimalstaggered-grid finite-difference schemes based on least squares for waveequation modeling, geophysical journal international, 197(2): 1033-1047.

[18] ren zhiming, liu yang, zhangqunshan, 2014, multi-scale visco-acoustic waveform inversion with the secondgeneration wavelet transform ａnd adaptive time-space domain finite-differencemethod, geophysical journal international, 197(2): 948-974.

[19] liu yang, 2014, an optimal 5-pointscheme for frequency-domain scalar wave equation, journal of appliedgeophysics, 108: 19-24.

[20] zhao yan, liu yang, li xuxuan,jiang nansen, 2014, time-frequency domain snr estimation ａnd its application inseismic data processing, journal of applied geophysics, 107: 25-35.

[21] yang zongqing, liu yang, renzhiming, 2014, comparisons of visco-acoustic wave equations, journal ofgeophysics 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 domainhigh-order finite-difference method, applied geophysics, 11(2): 50-62.

[23] 任志明, 刘洋, 2014, 一阶弹性波方程数值模拟中的混合吸收边界条件, 地球物理学报, 57(2): 595-606.

[24] 侯栋甲, 刘洋, 胡国庆, 魏修成, 陈天胜, 2014, 基于贝叶斯理论的叠前多波联合反演弹性模量方法, 地球物理学报, 57(4): 1251-1264.

[25] 刘洋, 2014, 波动方程时空域有限差分数值解及吸收边界条件研究进展, 石油地球物理勘探, 49(1), 35-46.

[26] 赵岩, 刘洋, 胡光义, 范廷恩, 董建华, 2014, 基于衰减补偿的地震资料高分辨率处理方法, 石油物探, 53(1): 38-45, 92.

[27] 侯栋甲, 刘洋, 任志明, 魏修成, 陈天胜, 2014, 基于贝叶斯理论的vti介质多波叠前联合反演, 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 accuracyfor the 2d acoustic wave equation, journal of computational physics, 232(1):327-345.

[29] liu yang, 2013, globally optimalfinite-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 domainadaptive high-order finite-difference method, geophysical prospecting, 61(5):941-954.

[31] ren zhiming, liu yang, 2013, ahybrid absorbing boundary condition for frequency-domain finite-differencemodeling, journal of geophysics ａnd engineering, 10(5): 054003 (16pp).

[32] xiao lizhi, liu yang, 2013, geophysicalmodeling, 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 adaptivehigh-order finite-difference method in acoustic vti medium, journal ofgeophysics ａnd engineering, 10(1): 015010 (10pp).

[34] chang suoliang, liu yang, 2013, atruncated implicit high-order finite-difference scheme combined with boundaryconditions, applied geophysics, 10(1): 53-62.

[35] 严红勇, 刘洋, 2013, 基于时空域自适应高阶有限差分的声波叠前逆时偏移, 地球物理学报, 56(3): 971-984.

[36] 黄光南, 刘洋，等, 2013, 变网格间距速度层析成像方法, 石油地球物理勘探, 48(3): 379-389.

2012年

[37] liu yang, sen mrinal k., 2012, ahybrid 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 leadingedge, 31(2): 138.

[39] huang guangnan, liu yang, 2012,variable damping constraint tomography ａnd its application in vsp data, appliedgeophysics, 9(2): 177-185.

[40] 严红勇, 刘洋, 2012, 黏弹tti介质中旋转交错网格高阶有限差分数值模拟, 地球物理学报, 55(4): 1354-1365.

[41] 镇晶晶, 刘洋, 2012, 几种裂缝介质岩石物理模型的比较研究, 石油地球物理勘探, 47(6): 908-917, 950.

[42] 丁亮, 刘洋, 2012, 基于归一化波场拆分互相关成像条件的叠前逆时偏移方法, 石油地球物理勘探, 47(3): 411-417.

[43] 李敏, 刘洋, 2012, 高阶旋转交错网格模拟tti介质中的横波分裂,物探与化探，36(6):934-940.

[44] 严红勇, 刘洋, 2012, kelvin-voigt粘弹性介质地震波场数值模拟与衰减特征分析, 物探与化探, 36(5): 806-812.

2011年

[45] liu yang, sen mrinal k., 2011,scalar wave equation modeling with time-space domain dispersion-relation-basedstaggered-grid finite-difference schemes, bulletin of the seismological societyof 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, 3dacoustic wave modeling with time-space domain dispersion-relation-basedfinite-difference schemes ａnd hybrid absorbing boundary conditions, explorationgeophysics, 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-waveseismic attributes, earthquake science, 25(4): 373-389.

[50] 严红勇, 刘洋, 赵前华, 李绪宣, 江南森, 2011, 一种提高vsp分辨率的反q滤波方法, 石油地球物理勘探, 46(6): 873-880.

[51] 殷学鑫, 刘洋, 2011, 二维随机介质模型正演模拟及其波场分析, 石油地球物理勘探, 46(6): 862-872.

[52] 丁亮, 刘洋, 2011, 逆时偏移成像技术研究进展, 地球物理学进展, 26(3): 1085-1100.

[53] 镇晶晶, 刘洋, 2011, 裂缝介质岩石物理模型研究综述, 地球物理学进展, 26(5): 1708-1716.

[54] 张晶玉, 刘洋, 2011, 共反射面元叠加方法综述, 地球物理学进展, 26(5): 1717-1732.

[55] 严红勇, 刘洋, 2011, 地震资料q值估算与反q滤波研究综述, 地球物理学进展, 26(2): 606-615.

[56] 严红勇, 刘洋, 2011, 用一种稳定的全反q滤波方法提高叠前地震资料的分辨率, 石油天然气学报, 33(6): 59-63.

2010年

[57] liu yang, sen mrinal k., 2010, ahybrid scheme for absorbing edge reflections in numerical modeling of wavepropagation, geophysics, 75(2): a1-a6.

[58] liu yang, sen mrinal k., 2010,acoustic vti modeling with a time-space domain dispersion-relation-basedfinite-difference scheme, geophysics, 75(3): a7-a13.

[59] 袁野, 刘洋, 2010, 地震属性优化与预测新进展, 勘探地球物理进展, 33(4): 229-238.

[60] 严红勇, 刘洋, 等, 2010,利用vsp提高地面地震资料的分辨率, 石油天然气学报, 32(3): 65-68.

[61] 常锁亮, 刘洋, 赵长春, 李国发, 陈强, 2010, 地震纵波技术预测煤层瓦斯富集区的探讨与实践, 中国煤炭地质, 22(8): 9-15.

2009年

[62] liu yang, sen mrinal k., 2009, animplicit staggered-grid finite-difference method for seismic modeling,geophysical journal international, 179(1): 459-474.

[63] liu yang, sen mrinal k., 2009, anew time-space domain high-order finite-difference method for the acoustic waveequation, journal of computational physics, 228(23), 8779-8806.

[64] liu yang, sen mrinal k., 2009, apractical 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- ａndconverted ps-waves, applied geophysics, 6(1): 59-69.

[66] wang jing, liu yang, zhe sun, hongtian, hua su, qianhua zhao, yingyu liu, 2009, acoustic impedance inversion ofzero-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-differencemethod, earthquake science, 22(2): 205-213.

[69] wei xiucheng, liu yang, shisongqun, jiang weidong, 2009, detection of gas reservoirs by the joint ｕｓｅ ofp- ａnd ps-waves: a case study on the ordos basin, china, earthquake science,22(3): 307-313.

[70] 孙哲, 刘洋, 王静, 田洪, 苏华, 赵前华, 2009, vsp优化预测反褶积与vsp子波替换法反褶积, 石油地球物理勘探, 44(5): 569-573.

[71] 刘洋, 魏修成, 2009, cmp道集反射波吸收方程和层q值反演, 石油天然气学报,31(6): 69-76.

[72] 刘洋, 魏修成, 2008, 复杂构造中地震波传播数值模拟研究, 新疆石油地质, 29(1): 12-14.

[73] 李文杰, 魏修成, 刘洋, 2005, 利用vsp资料提高地震资料处理质量的新途径, 新疆石油地质, 26(1): 96-98.

[74] 张丽艳, 刘洋, 陈小宏, 2009, 基于虚拟距偏移方法的转换波保幅叠前偏移, 中国石油大学学报（自然科学版）, 33(5): 50-55.

2008年

[75] liu yang, wei xiucheng, 2008,propagation characteristics of converted refracted waves ａnd its application instatic 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-phaseanisotropic media, applied geophysics, 2008, 5(2): 107-114. zhang liyan, liuyang, 2008, anisotropic converted wave amplitude-preserving prestack timemigration by the pseudo-offset method, applied geophysics, 5(3): 204-211.

[77] 刘洋, 2008, 促进科技创新,引领技术进步—2007年《石油地球物理勘探》评述, 石油地球物理勘探, 43(4): 479-487.

刘洋, 魏修成, 赵伟, 江南森, 2008, 斜井vsp三分量检波器定向方法, 石油地球物理勘探, 43(1): 34-40.

[78] 张丽艳, 刘洋, 陈小宏, 2008, 相对振幅保持的转换波叠前时间偏移方法研究, 石油地球物理勘探, 43(2): 153-157.

[79] 杨金华, 刘洋, 满益志, 王兴军, 肖又军, 张耀堂, 李国发, 2008, 复杂构造区t0时间漂移和叠加速度特征分析及其校正, 石油地球物理勘探, 43(1): 76-82.

[80] 杨金华, 满益志, 刘洋, 李国发, 2008, 复杂构造成像能力及其存在问题, 天然气工业, 28(6): 34-36.

[81] 张丽艳, 刘洋, 陈小宏, 2008, 几种相对振幅保持的叠前偏移方法对比分析, 地球物理学进展, 23(3): 852-858.

[82] 常锁亮, 杨起, 刘大锰, 刘洋, 李国发, 索重辉, 2008, 煤层气储层物性预测的avo 技术对地震纵波资料品质要求的探讨, 地球物理学进展, 23(4): 1236-1243.

[83] 王宝彬, 刘洋, 候爱源, 利用vsp资料估算反射界面倾角方法综述, 2008, 勘探地球物理进展, 31(1): 16-24.

2007年

[84] liu yang, zhang qinghong, baoleiying, 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 inreservoir prediction at jinan area of tarim oilfield, applied geophysics, 4(3):201-206.

[86] 王建民, 刘洋, 魏修成, 2007, 三维vsp观测系统设计研究, 石油地球物理勘探, 42(5): 489-494.

[87] 魏修成, 陈雨红, 刘洋, 2007, 垂向非均匀介质中的地震波旅行时近似, 石油地球物理勘探, 42(2): 149-155.

[88] 崔炯成, 刘洋, 赵伟, 魏修成, 江南森, 2007, 斜井三维vsp观测系统设计, 石油物探,46(3): 302-309.

[89] 符志国, 刘洋, 魏修成, 黄捍东, 2007, 地震记录相似性的小波属性度量方法研究, 物探化探计算技术, 29(1): 7-11.

2006年

[90] wei xiucheng, booth david, liuyang, 2006, the application of two-parameter velocity ａnd slowness functions inapproximating seismic reflection travel times, journal of geophysics ａndengineering, 3(3) : 271-282.

[91] wei xiucheng, jiang xiudi, boothdavid, liu yang, 2006, the inversion of seismic velocity usong partial-offsetstack 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 prestacktime 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] 刘洋, 2006, 高速层出露区常规地震勘探存在的问题与对策, 石油学报, 27(1): 53-57.

[95] 熊金良, 刘洋, 岳英, 薛广建, 2006, 极浅海区水体地震响应正演模拟, 石油地球物理勘探, 41(3): 253-257.

[96] 陈天胜, 魏修成, 刘洋, 2006, 一种新的各向异性弹性阻抗近似公式, 石油物探, 45(6): 563-569.

[97] 刘洋, 魏修成, 2006, 三维转换波地震资料处理方法, 天然气工业, 26(12): 72-74.

[98] 曾忠, 阎世信, 魏修成, 刘洋, 2006, 地震属性解释技术的研究及确定性分析, 天然气工业, 26(3): 41-43.

[99] 陈天胜, 刘洋, 魏修成, 2006, 纵波和转换波联合avo反演方法, 中国石油大学学报(自然科学版),30(1):33-37.

2005年

[100] liu yang, wei xiucheng, 2005,stability criterion of elastic wave modeling by fourier method, journal ofgeophysics ａnd engineering, 2(2): 153-157.

[101] 刘洋, 2005, 利用地震资料估算孔隙度和饱和度的一种新方法, 石油学报, 26(2): 61-64.

[102] 熊金良, 刘洋, 侯伯刚, 2005, 任意各向异性介质方位旅行时正演, 石油地球物理勘探, 40(3): 300-304.

[103] 刘洋, 魏修成, 2005, 转换波三参数速度分析和动校正方法, 石油地球物理勘探, 40(5): 504-509.

[104] 陈天胜, 刘洋, 魏修成, 2005, 几种p-sv转换波反射系数近似公式的比较, 石油物探, 44(1): 1-3.

[105] 刘洋, 魏修成, 2005, 几种反射波时距方程的比较, 地球物理学进展, 20(3): 645-653.

[106] 姜秀娣, 刘洋, 魏修成, 黄捍东, 2005, 一种同时反演纵波速度和泊松比的方法, 地球物理学进展, 20(2): 314-318.

[107] 张丽艳, 刘洋, 2005, 转换波叠前时间偏移方法综述, 地球物理学进展, 20(4): 1134-1139.

[108] 马昭军, 刘洋, 2005, 地震波衰减反演研究综述, 地球物理学进展, 20(4): 1074-1082.

[109] 刘洋, 魏修成, 2005, 转换波地震勘探中的最大炮检距设计, 勘探地球物理进展, 28(3): 178-182.

[110] 符志国, 刘洋, 魏修成, 2005, 二维属性线性可分模式sofm识别, 吉林大学学报(地球科学版), 35(增刊): 110-116.

2004年

[111] liu yang, wei xiucheng, 2004, fastp-wave avo in fluid-saturated porous media with aligned fractures, journal ofgeophysics ａnd engineering, 1(4): 307-311.

[112] zhang jian-jun, wei xiu-cheng, liuyang. 2004. methods to increase the depth ａnd precision of transient rayleighwave exploration, journal of coal science & engineering (china), 10(1):33-35.

[113] 刘洋, 2004, 双曲时距方程对地震资料处理的影响, 石油地球物理勘探, 39(2): 133-138.

[114] 李文杰, 魏修成, 刘洋. 2004, 利用vsp资料反演地层层速度的一种新途径, 石油物探, 43(2): 126-129.

[115] 李文杰, 魏修成, 刘洋. 2004, 声波正演中的一种新的边界条件－双重吸收边界条件, 石油物探, 43(6): 528-531. 李文杰, 魏修成, 刘洋, 2004, svd滤波法在直达波和折射波衰减处理中的应用, 石油勘探与开发, 31(5): 71-73.

[116] 郭小龙, 欧阳永林, 刘洋, 魏修成, 包世海, 2004, 转换波地震技术在长庆地区的应用, 天然气工业, 24(增刊):20-22.2003年

[117] liu yang, wei xiu-cheng, 2003,finite element equations ａnd numerical simulation of elastic wave propagationin two-phase anisotropic media, acta seismologica sinica(english edition),16(2), 166-174.

[118] 张晓斌, 李亚林, 唐建侯, 杨慧珠, 刘洋, 2003, 利用多波资料检测裂缝, 石油地球物理勘探, 38(4): 431-434.

[119] 刘洋, 2003, 强工频干扰波的提取与消除方法, 石油物探, 42(2): 154-159.

[120] 刘洋, 魏修成, 2003, 基于线性连续速度模型的速度分析与动校正方法, 石油勘探与开发, 30(5): 71-74.

[121] 曾忠, 阎世信, 魏修成, 刘洋, 2003, 苏里格气田地震预测技术效果分析及对策, 石油勘探与开发, 30(6): 63-67.

[122] 刘洋, 2003, 反射波分式展开式时距方程及其精度分析, 石油物探, 42(4): 441-447.

[123] 刘洋, 魏修成, 2003, 转换波地震勘探的若干问题与对策, 勘探地球物理进展, 26(4): 247-251.

[124] 魏修成, 刘洋, 2003, 等效连续速度模型在地震资料处理中的应用, 勘探地球物理进展, 26(4): 260-267.

2003年以前

[125] 刘洋, 2002, 我国陆上转换波资料质量评价, 石油地球物理勘探, 37(2): 191-195.

[126] 刘洋, 魏修成, 王长春, 陈刚, 李国发, 刘军, 2002, 三维三分量地震勘探观测系统设计方法, 石油地球物理勘探, 37(6): 549-555.

[127] 刘洋, 李承楚, 牟永光, 2000, 双相横向各向同性介质分界面上弹性波反射与透射问题研究, 地球物理学报, 43(5): 691-698.

[128] 刘洋, 李承楚, 2000, 双相各向异性介质中弹性波传播伪谱法数值模拟研究, 地震学报, 22(2): 132-138.

[129] 刘洋, 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, 陈小宏, 刘洋, 王守东, 2002, 英雄岭山地地震干扰波分析与处理, 石油勘探与开发, 29(1): 106-108.

[131] 何兵寿, 魏修成, 刘洋, 2001, 三维波动方程的数值频散关系及其叠前和叠后数值模拟, 石油大学学报(自然科学版), 25(1): 67-71.

[132] 魏修成, 刘洋, 2000, 高精度转换波速度分析, 石油勘探与开发, 27(2): 57-59.

[133] 刘洋, 李承楚, 1999, 双相各向异性介质中弹性波传播特征研究, 地震学报, 21(4): 367-373.

[134] 刘洋, 魏修成, 1999, 三维反射纵波旅行时检测裂隙, 石油地球物理勘探, 34(6): 607-613.

[135] 刘洋, 董敏煜, 1999, 各向异性介质中的方位avo, 石油地球物理勘探, 34(3): 260-268.

[136] 刘洋, 李承楚, 牟永光, 1998, 具有倾斜对称轴横向各向同性介质中的弹性波, 石油地球物理勘探, 33(2): 161-169.

[137] 刘洋, 李承楚, 牟永光, 1998, 任意偶数阶精度有限差分数值模拟, 石油地球物理勘探, 33(1): 1-10.

[138] 刘洋, 李承楚, 1997, 地震资料信噪比估计的几种方法, 石油地球物理勘探, 32(2): 257-262.

[139] 刘洋, 1995, 基于傅氏变换特点的一种速度分析新方法, 石油地球物理勘探, 30(3): 329-336.

[140] 傅旦丹, 刘洋, 陈遵德, 王慎中, 1993, 粘弹介质中声波的伪谱法模拟, 江汉石油学院学报, 15(4), 35-42.

二、国际会议论文

2017年

[1] hao xue, yang liu, 2017,multi-source least-square reverse time migration based on mpi ａnd cuda hybridaccelerating algorithm, 79th eage conference & exhibition, extendedabstracts.

[2] shigang xu, yang liu, 2017, modelingof high accuracy pure acoustic wave equations in transversely isotropic mediausing optimized pseudo-analytical method, 79th eage conference &exhibition, extended abstracts.

[3] shigang xu, yang liu, 2017, optimalexplicit ａnd implicit rotated staggered-grid finite-difference schemes forseismic modeling in elastic tti media, 79th eage conference & exhibition,extended abstracts.

[4] xin liu, yang liu, 2017, a perfectlymatched layer boundary condition for acoustic wave simulation in mesh-freediscretization using frequency domain rbf-fd, 87th seg annual internationalmeeting & exhibition, expanded abstracts.

[5] xiao wu, yang liu, xiaohui cai,2017, comparison of three elastic wavefield decomposition methods ａnd theirapplications in multidirectional vector imaging, 87th seg annual internationalmeeting & exhibition, expanded abstracts.

[6] shigang xu, yang liu, 2017,effective simulation of pure acoustic wave equation in tti media, 2017 cgs/seginternational geophysical conference, expanded abstracts.

[7] zhennan yu, yang liu, 2017, offsetdomain 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 localoptimization-based inversion, 2017 cgs/seg international geophysicalconference, expanded abstracts.

[9] hongyu zhou, yang liu, xiaohui cai,enjiang wang, shigang xu, jing wang, 2017, accelerating viscoacoustic waveextrapolation by parallelizing local spectral operator, 2017 cgs/seginternational geophysical conference, expanded abstracts.

[10] han zhong, yang liu, jinpeng liu,lekai zhou, 2017, an effective method to predict porosity using ga-wnn hybridalgorithm, 2017 cgs/seg international geophysical conference, expandedabstracts.

[11] yuhang sun, tiansheng chen, yuxinji, lei shi, yang liu, lekai zhou, 2017, russell fluid factor-based pp ａnd pselastic impedance joint inversion, 2017 cgs/seg international geophysicalconference, expanded abstracts.

[12] mi zhang, yang liu, 2017, seismicdata interpolation based on radial basis function, 2017 cgs/seg internationalgeophysical conference, expanded abstracts.

[13] hao xue, yang liu, 2017, vspreverse time migration based on complex wavefield decomposition, 2017 segcarbonate reservoir e&p workshop, expanded abstracts.

[14] yabing zhang, yang liu, yonglinouyang, qingcai zeng, jiangqiang huang, multiwave avo joint inversion intime-frequency domain based on bayesian inference, 2017 seg carbonate reservoire&p workshop, expanded abstracts.

2016年

[15] shigang xu, yang liu, 2016,first-order hybrid absorbing boundary condition of elastic wave equationsforward modelling in tti media, 78th eage conference & exhibition, extendedabstracts.

[16] shigang xu, yang liu, 2016,acoustic tti modelling with a time-space domain finite-difference stencil, 78theage 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 onstaggered grids, 78th eage conference & exhibition, extended abstracts.

[19] xin liu, yang liu, 2016, 3d elasticwave modeling using hybrid absorbing boundary condition ａnd global optimalimplicit finite-difference scheme, 78th eage conference & exhibition,extended abstracts.

[20] enjiang wang, yang liu, 2016, reversetime migration using analytical wavefield ａnd wavefield decomposition imagingcondition, 86th seg annual international meeting & exhibition, expandedabstracts.

2015年

zhiming ren, yang liu, 2015, an elasticfull-waveform inversion method based on wavefiled separation, 77th eageconference & exhibition, extended abstracts.

[21] enjiang wang, yang liu, 2015,finite difference modelling with (2m)th-order spatial ａnd (2n)th-order temporalaccuracies for 2d acoustic wave equation, 77th eage conference & exhibition,extended abstracts.

[22] bei li, yang liu, 2015, acousticfinite-difference modeling on locally adjusted grid in the presence of ruggedtopography, 77th eage conference & exhibition, extended abstracts.

[23] bei li, yang liu, 2015, method forgenerating expected wavelet in 2-d rotated-staggered grid finite-differencescheme, 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-differencescheme, 85th seg annual international meeting & exhibition, expandedabstracts.

[25] qiang ge, yang liu, 2015, pp ａnd psavo joint inversion for p- ａnd s- wave moduli before nmo correction, 85th segannual international meeting & exhibition, expanded abstracts.

2014年

[26] ren zhiming, liu yang, wei xiuchengand tiansheng chen, 2014, elastic full waveform inversion using the time-spacedomain adaptive staggered-grid finite-difference method, 76th eage conference& exhibition, extended abstracts.

[27] cai xiaohui, liu yang, wang jianminand wang weihong, 2014, reverse time migration using both primaries ａndmultiples based on the adaptive optimal finite-difference scheme, 76th eageconference & exhibition, extended abstracts.

[28] cai xiaohui, liu yang, wang jianminand wang weihong, 2014, 3d acoustic wave modelling with a globally optimalfinite-difference scheme based on least squares, 76th eage conference &exhibition, extended abstracts.

[29] zhao yan, liu yang, hu guangyi ａndfan tingen, 2014, time-varying wavelet estimation ａnd deconvolution using vspdata, 76th eage conference & exhibition, extended abstracts.

[30] wang enjiang, liu yang, weixiucheng ａnd ji yuxin, 2014, numerical modeling of 2d elastic wave propagationin porous vti medium using implicit rotated staggered grid fd method, 76th eageconference & exhibition, extended abstracts.

[31] hou dongjia ａnd liu yang, 2014, ppand 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 wavestatic 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 decompositionmethod for vsp data based on global optimization, 84th seg annual internationalmeeting & exhibition, expanded abstracts.

[34] xuxuan li, yang liu, xianwen zhang,guanyi hu, ting'en fan, yongquan jing ａnd shufang ma, 2014, walkaway vsp dataprocessing methods ａnd their application in h oilfield, 84th seg annualinternational meeting & exhibition, expanded abstracts.

2013年

[35] liu yang, 2013, an optimalfinite-difference scheme based on least squares for acoustic modeling, 83rd segannual international meeting & exhibition, expanded abstracts.

[36] zhang xi, liu yang, ren zhiming,2013, a hybrid absorbing boundary condition with awwes for finite-differencemodeling, 83rd seg annual international meeting & exhibition, expandedabstracts.

[37] yang zongqing, liu yang, renzhiming, 2013, comparisons of viscous acoustic wave equations, 83rd seg annualinternational meeting & exhibition, expanded abstracts.

[38] liu yang, 2012, finite-differencemodeling 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, 75theage conference & exhibition, extended abstracts.

[40] ren zhiming, liu yang, 2013,comparison of hybrid absorbing boundary condition ａnd perfectly matched layerfor frequency-domain elastic modeling, 75th eage conference & exhibition,extended abstracts.

2012年

[41] ren zhiming, liu yang, 2012, a hybridabsorbing boundary condition for frequency-domain visco-acousticfinite-difference modeling, 82nd seg annual international meeting &exhibition, expanded abstracts.

[42] zhang yuankai, liu yang, 2012, 3dporoviscoelastic rotated staggered finite-difference modeling with pmlabsorbing boundary conditions, 82nd seg annual international meeting &exhibition, expanded abstracts.

[43] liu yang, yan hongyong, 2012,acoustic finite-difference prestack reverse time migration with adaptivevariable 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 consideringtime-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 timesteps, 81st seg annual international meeting & exhibition, expandedabstracts, 2834-2837.

[46] liu yang, sen mrinal k., 2011,comparisons between the hybrid abc ａnd the pml method for 2d high-orderfinite-difference acoustic modeling, 81st seg annual international meeting& exhibition, expanded abstracts, 2952-2956.

[47] liu yang, sen mrinal k., 2010, finite-differencemodeling with variable space operator lengths, 80th seg annual internationalmeeting & exhibition, expanded abstracts, 2930-2934.

[48] liu yang, sen mrinal k., 2011,time-space domain finite-difference method with arbitrary even-order accuracyfor 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 eageconference & exhibition, extended abstracts.

2010年

[50] liu yang, sen mrinal k., 2010, ahybrid absorbing boundary condition for elastic wave modeling withstaggered-grid finite difference, 80th seg annual international meeting &exhibition, expanded abstracts, 2945-2949.

[51] ma jitao, sen mrinal k., chenxiaohong, 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, 3dacoustic wave modeling with a time-space domain dispersion-relation-basedfinite-difference scheme, 8th international conference & exposition onpetroleum 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-differencemethod, 79th seg annual international meeting & exhibition, expandedabstracts, id27, 2727-2731.

[54] liu yang, sen mrinal k., 2009, 2dacoustic wave equation modeling with a new high-accuracy time-space domainfinite-difference stencil, 71st eage conference ａnd exhibition － extendedabstracts, v3, p2026-2030.

[55] liu yang, sen mrinal k., 2009, anew time-space domain high-order finite-difference method for acoustic waveequation, cps/seg beijing 2009 international geophysical conference &exposition, expanded abstract, id54.

[56] zhang liyan, wang jianmin, liuyang, 2009, converted-wave angle-domain amplitude preserving commonimage-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 anisotropicconverted wave prestack time migration, cps/seg beijing 2009 internationalgeophysical 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 segannual international meeting & exhibition, expanded abstracts, 1717-1720.

[59] liu yang, wei xiucheng, 2005,interval q inversion ｆrom cmp gathers: part ii-inversion method, 75nd segannual international meeting & exhibition, expanded abstracts, 1721-1724.

[60] wei xiucheng, liu yang, 2005, theapplication of equivalent velocity in multi-component vsp data processing, 67theage conference ａnd exhibition, incorporating spe europe2005 － extendedabstracts, 2283－2286.

[61] wei xiucheng, liu yang, 2002, thestudy of static correction in desert ａnd loose terrain, 72nd seg annualinternational meeting & exhibition, expanded abstracts, 2, 2249－2252.

[62] liu yang, wei xiucheng, 2001,stability criterion of elastic wave modeling by fourier method in arbitraryanisotropic 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 anisotropicmedia, 71st seg annual international meeting & exhibition, expandedabstracts.

[64] he bingshou, wei xiucheng, liuyang, zhang jianjun, 2001, theoretical analyses of time－lapse explorationmethod, 71st seg annual international meeting & exhibition, expandedabstracts.

[65] liu yang, wei xiucheng, 2000, fastp－wave avo in fluid－saturated porous, aligned fractured media, 70th seg annualinternational meeting & exhibition, expanded abstracts, 162－165.

[66] liu yang, wei xiucheng, 2000, studyof converted－wave processing method with high precision, second russian－chinaoil geophysical seminar, technical abstracts, 80－89.

[67] liu yang, mou yongguang, lichengchu, 1998, numerical simulation of seismic response in two－phase,anisotropic media, cps/seg beijing’98 international geophysical conference ａnd exposition,expａnded abstracts, 793－796.