N
ame: Fanchang Zhang
Academic title: Professor
Research Area: Geophysics
Contact: zhangfch@upc.edu.cn
Research Interests:
Reservoir Geophysics
Seismic Inversion
Seismic Data Processing
Machine Leaning
Courses Offered：
Modern signal analysis; Geophysical exploration
Scholarly Activities
-Publications：
[1].Zhang Fanchang, Zhu Lei, Xu Xunyong, 2024, A knowledge-embedded close-looped deep- learning framework for intelligent inversion of multisolution problems. Geophysics, 89, A17-A21.
[2].Zhang Fanchang, Lan Nanying, 2020, Seismic-gather wavelet-stretching correction based on multiwavelet decomposition algorithm. Geophysics, 85, V377-V384.
[3].Zhang Fanchang, Duan Chengxiang, Lan Nanying, 2023, Fast sparse Bayesian learning-based seismic resolution enhancement. Journal of Applied Geophysics, 219, 105240.
[4].Zhang Fanchang, et al, 2020, Direct inversion for reservoir parameters from prestack seismic data. Journal of Geophysics and Engineering, 17, 993-1004.
[5].Zhang Fanchang, Dai Ronghuo, et al., 2015, High order approximation for scattering matrix in layered elastic medium and its application in pre-stack seismic inversion: Journal of Petroleum Science and Engineering, 131,210-217.
[6].Zhang Fanchang, Dai Ronghuo, et al., 2014, Seismic inversion based on L1-norm misfit function and total variation regularization: Journal of Applied Geophysics, 109, 111-118.
[7].Zhang Fanchang, Li Chuanhui, 2012, Orthogonal time-frequency atom based fast matching pursuit for seismic signal: Chinese Journal of Geophysics, 55, 277-283.
[8].Zhang Fanchang, Liu Hanqing, et al., 2016, Exponential pursuit algorithm based on Ricker wavelet for seismic signal decomposition: Journal of China University of Mining and Technology, Science Edition, 45, 128-132.
[9].Zhang Fanchang, Li Cancan, 2015, Identification of carbonate karst caves using modified Stockwell transform method: Acta Petrolei Sinica, 36, 182-187.
[10].Zhang Fanchang, Li Chuanhui, 2013, Complex domain efficient matching pursuit decomposition of seismic signals: Oil Geophysical Prospecting, 48, 171-175.
[11].Zhang Fanchang, Li Chuanhui and Yin Xingyao, 2012, Delta fringe line recognition based on seismic matching pursuit instantaneous spectral characteristics: Oil Geophysical Prospecting, 47, 82-88.
[12].Zhang FanChang, Li Chuanhui and Yin Xingyao, 2010, Seismic data fast matching pursuit based on dynamic matching wavelet library: Oil Geophysical Prospecting, 45, 667-673.
[13].Lan Nanying, Zhang Fanchang, Sang Kaiheng, 2023, Simultaneous denoising and resolution enhancement of seismic data based on elastic convolution dictionary learning. Petroleum Science, 20, 2127-2140.
[14].Lan Nanying, Zhang Fanchang, 2022, Seismic data recovery using deep targeted denoising priors in an alternating optimization framework. Geophysics, 87, V279-V291.
[15].Lan Nanying, Zhang Fanchang, 2022, Seismic data reconstruction based on back-projection fidelity and regularization by denoising convolutional neural network. IEEE Trans on Geoscience and remote sensing, 60, 1-11.
[16].Lan Nanying, Zhang Fanchang, Yin Xingyao, 2022, Seismic data reconstruction based on low dimensional manifold model. Petroleum Science, 19, 518-533.
[17].Lan Nanying, Zhang Fanchang, 2021, Robust high-dimensional seismic data interpolation based on elastic half norm regularization and tensor dictionary learning. Geophysics, 86, V431-V444.
-Research Project：
[1].National Natural Science Foundation Project of China (No. 41874146).
[2].Laoshan National Laboratory of Science and Technology Foundation (No. LSKJ202203400).
[3].National Major Science and Technology Project of China (No. 2016ZX05006004).
[4].National Major Science and Technology Project of China (No. 2008ZX05023).
[5].National High Technology Research Projects (No. 2007AA09Z323-2).
[6].National High Technology Research Projects (No. 2006AA09A102).
