Publications

Granted U.S. Patents

2023, F. Jiang and P. Norlund, Deep learning seismic attribute fault predictions. [Coming up]

2023, F. Jiang and P. Norlund, Fault skeletonization for fault identification in a subterranean enviroment. [PDF]

2022, Z. Wei, M. Meng, F. Jiang, Y. Mao and P. Norlund, Facilitating hydrocarbon exploration and extraction by applying a machine-learning model to seismic data. [PDF]

2020, S. Jin, F. Jiang and Y. Ren, Methods and systems for seismic modeling using multiple seismic source types. [PDF]

2019, F. Jiang and S. Jin, Seismic elastic wave simulation for tilted transversely isotropic media using adaptive lebedev staggered grid. [PDF]

2017, F. Jiang and S. Jin, System and methods for imaging seismic data. [PDF]

Selected Publications

2023, F. Jiang, K. Osypov, and J. Toms, Implementation of Denoising Diffusion Probability Model for Seismic Interpretation. [PDF]

2023, F. Jiang and K. Osypov, Implementation of neural style transfer to mitigate domain discrepancy in the deep learning salt interpretation. [PDF]

2022, F. Jiang, K. Osypov, and J. Toms, Uncertainty analysis for seismic salt interpretation by deep learning. [PDF]

2022, F. Jiang and P. Norlund, Machine learning-based feature importance analysis of seismic attributes to assist fault prediction [PDF].

2022, P. Norlund and F. Jiang, Improving machine learning approaches to seismic fault imaging through training augmentation [PDF].

2021, F. Jiang, P. Norlund and David Dietz, Assisted fault identification and surface extraction by machine learning, a case study from Oman, SEG [PDF].

2021, F. Jiang and P. Norlund, Assisted Fault Interpretation by Multi-scale Dilated Convolutional Neural Network, EAGE [PDF].

2021, F. Jiang and P. Norlund, Saliency map guided salt prediction by a multi-channel convolutional neural network, ADIPEC [PDF].

2021, P. Norlund and F. Jiang, The Evolution of Assisted Fault Interpretation — Part 2, Geophysical Insights [PDF].

2020, F. Jiang, P. Norlund, and Z., Wei, Analysis of the seismic attribute to assist salt classification by a multi-channel convolutional neural network, 2020 1st Digitalization EAGE Conference [pdf] ;

2020, F. Jiang and P. Norlund, Super resolution of fault plane prediction by a generative adversarial network, 2020 1st Digitalization EAGE Conference [pdf] ;

2020, F. Jiang and P. Norlund, Seismic attribute guided automatic fault prediction by deep learning, 2020 82nd EAGE Conference [pdf] ;

2020, F. Jiang , Seismic elastic wave modeling with an adaptive staggered grid in tilted transversely isotropic media, 2020 82nd EAGE Conference [pdf] ;

2020, F. Jiang, Z. Wei, and P. Norland, Seismic feature extraction by attribute-assisted convolutional neural networks, SPE-Data Science Conference [pdf] ;

2020, F. Jiang and P. Norlund, Improving Resolution of a Fault Probability Map by a Deep Learning Generative Adversarial Network, 2020 AAPG Annual Convention & Exhibition [pdf];

2014, F. Jiang and S. Jin, Hybrid viscoelastic modeling with adaptive finite difference staggered grid, SEG Expanded Abstract [pdf];

2013, S. Jin, F. Jiang and X. Zhu, Viscoelastic modeling with simultaneous microseismic sources, SEG Expanded Abstract [pdf];

2013, F. Jiang and S. Jin, Hybrid acoustic-elastic modeling method using adaptive grid finite difference scheme in marine environment, EAGE Expanded Abstract [pdf];

2011, F. Jiang and H. Zhou, Traveltime inversion and error analysis for layered anisotropy, Journal of Applied Geophysics, V73, 101-110 [pdf];

2011, F. Jiang, Y. Ren, and S. Jin, Experiments on elastic wave modeling in isotropic and anisotropic media, EAGE Expanded Abstract [pdf];

2010, Z. Zou, H. Zhou, F. Jiang and H. Liu, Assessing the reliability of low frequency in geophone records, SEG Expanded Abstract [pdf];

2010, F. Jiang, Waveform modeling, migration and tomographic analysis of seismic anisotropy, Ph.D. dissertation [pdf];

2010, F. Jiang and H. Zhou, A strategy to estimate anisotropic parameters vt error analysis of traveltime inversion, SEG Extended Abstract [pdf];

2010, S. Jin, F. Jiang and Y. Ren, Comparison of isotropic, VTI and TTI reverse time migration: an experiment on BP anisotropic benchmark dataset, SEG Expanded Abstract [pdf];

2009 F. Jiang and H. Zhou, 2D Tomographic velocity model building in tilted transversely isotropic media, SEG Extended Abstract [pdf];

2009 H. Liu, H. Zhou, Z. Zou and F. Jiang, Improved shortest-path ray tracing with locally linear velocity variations, SEG Expanded Abstract [pdf];

2009, H. Liu, H. Zhou, F. Jiang and Z. Zou, First arrival tomography using depth-varying velocity gradients, SEG Expanded Abstract [pdf];

2009, Z. Zou, H. Zhou, F. Jiang and H. Liu, The role of acquisition geometry and components for imaging microseismicity, SEG Expanded Abstract [pdf];

2008 P. Li, Z. Yan, H. Zhou, H. Liu, F. Jiang, Application of 2-D deformable-layer tomostatics in western China [pdf];

2008, H. Zhou, H. Liu, F. Jiang and P. Li, First-break deformable-layer tomostatics constrained by shallow reflections, SEG Expanded Abstract [pdf];

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