研究领域

[1] 高分辨率地震资料处理
[2] 人工智能地球物理勘探
[3] 地震地质工程一体化

科研项目

[1] 模型和数据联合驱动的叠前时间偏移速度建模流程智能化研究，国家自然科学基金面上项目


[2] 五维叠前地震信息驱动的深度学习致密砂岩储层表征机制及含气性预测，国家自然科学基金面上项目


[3] 球面波反射系数低频频变的一种简洁描述及在小角度资料密度反演中的应用，国家自然科学基金面上项目


[4] 球面波反射和透射系数频变机制研究及考虑频变的地层Q值估计，国家自然科学基金青年科学基金项目

Publications

[1]Yuan, S. Y., Su, Y. X., Wang, T. Y., Wang, J. H., and Wang, S. X. Geosteering phase attributes: A new detector for the discontinuities of seismic images. IEEE Geoscience and Remote Sensing Letters, 2019, 16(1): 145–149.


[2]Yuan, S. Y., Wang, S. X., Luo, Y. N., Wei, W. W., and Wang, G. C. Impedance inversion by using the low-frequency full-waveform inversion result as an a priori model. Geophysics, 2019, 84(2): R149–R164.


[3]Yuan, S. Y., Wang, S. X., Luo, C. M., and Wang, T. Y. Inversion-based 3-D seismic denoising for exploring spatial edges and spatio-temporal signal redundancy. IEEE Geoscience and Remote Sensing Letters, 2018, 15(11): 1682–1686.


[4]Yuan, S. Y., Liu, J. W., Wang, S. X., Wang, T. Y., and Shi, P. D. Seismic waveform classification and first-break picking using convolution neural networks. IEEE Geoscience and Remote Sensing Letters, 2018, 15(2): 272–276.


[5]Wang, S. X., Yuan, S. Y., Wang, T. Y., Gao, J. H., and Li, S. J. Three-dimensional geosteering coherence attributes for deep-formation discontinuity detection. Geophysics, 2018, 83(6): O105–O113.


[6]Yuan, S. Y., Wang, S. X., Ma, M., Ji, Y. Z., and Deng, L. Sparse Bayesian learning-based time-variant deconvolution. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(11): 6182–6194.


[7]Yuan, S. Y., Wang, S. X., Tian, N., and Wang, Z. J. Stable inversion-based multitrace deabsorption method for spatial continuity preservation and weak signal compensation. Geophysics, 2016, 81(3): V199–V212.


[8]Huang, H. D., Yuan, S. Y., Zhang, Y. T., Zeng, J., and Mu W. T. Use of nonlinear chaos inversion in predicting deep thin lithologic hydrocarbon reservoirs: A case study from the Tazhong oil field of the Tarim Basin, China. Geophysics, 2016, 81(6): B221–B234.


[9]Yuan, S. Y., Wang, S. X., Luo, C. M., and He, Y. X. Simultaneous multitrace impedance inversion with transform-domain sparsity promotion. Geophysics, 2015, 80(2): R71–R80.