Yunzhi Shi

发表

Building realistic structure models to train convolutional neural networks for seismic structural interpretation

S. Fomel, Xinming Wu, N. Pham, 2019, GEOPHYSICS.

SaltSeg: Automatic 3D salt segmentation using a deep convolutional neural network

S. Fomel, Xinming Wu, Yunzhi Shi, 2019, Interpretation.

Deep learning for relative geologic time and seismic horizons

S. Fomel, Xinming Wu, Zhicheng Geng, 2020 .

Incremental correlation of multiple well logs following geologically optimal neighbors

S. Fomel, Fangyu Li, Xinming Wu, 2018 .

Incremental correlation of multiple well logs following geologically optimal neighbors

S. Fomel, Fangyu Li, Xinming Wu, 2017, Interpretation.

Microseismic source localization using time-domain path-integral migration

Yunzhi Shi, Dmitrii Merzlikin, Sergey Fomel, 2016 .

Deep learning parameterization for geophysical inverse problems

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2020 .

Investigation on the corrosion behavior of Alloy 800H at various levels of deformation

Le-fu Zhang, Yunzhi Shi, Yufan Jiang, 2022, Corrosion Science.

Automatic salt-body classification using deep-convolutional neural network

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2018, SEG Technical Program Expanded Abstracts 2018.

Deep learning for velocity model building with common-image gather volumes

Mrinal K. Sen, Mrinal Sen, Sergey Fomel, 2021, Geophysical Journal International.

Convolutional neural networks for fault interpretation in seismic images

Sergey Fomel, Luming Liang, Xinming Wu, 2018, SEG Technical Program Expanded Abstracts 2018.

Applications of supervised deep learning for seismic interpretation and inversion

Yunzhi Shi, Qie Zhang, Y. Zheng, 2019, The Leading Edge.

Waveform embedding: Automatic horizon picking with unsupervised deep learning

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2020 .

FaultSeg3D: Using synthetic data sets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

Sergey Fomel, Luming Liang, Xinming Wu, 2019, GEOPHYSICS.

FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network

Sergey Fomel, Luming Liang, Xinming Wu, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Interactively tracking seismic geobodies with a deep-learning flood-filling network

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2021 .

Finding an optimal well-log correlation sequence using coherence-weighted graphs

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2017 .

Predicting Road Accident Risk Using Geospatial Data and Machine Learning (Demo Paper)

Mehdi Noori, Yunzhi Shi, Raj Biswas, 2021, SIGSPATIAL/GIS.

Geophysical data registration using modified plane-wave destruction filters by Mason Daily Phillips

Hejun Zhu, Yang Chen, Xinming Wu, 2017 .

Deep learning for local seismic image processing: Fault detection, structure-oriented smoothing with edge-preserving, and slope estimation by using a single convolutional neural network

Sergey Fomel, Luming Liang, Xinming Wu, 2019, SEG Technical Program Expanded Abstracts 2019.

Well-log interpolation guided by geologic distance

Xinming Wu, Yunzhi Shi, Sergey Fomel, 2017 .