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Shihang Feng

the university of north carolina at chapel hill

11H-index
61Paper Count
552Citation Count
Published Papers 13
Publication Date
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Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging
errProceedings of the IEEE
IF25.9
err2026-04-24
err0
PREAI
errYouzuo Lin; Shihang Feng; James Theiler; Yinpeng Chen; Umberto Villa; Jing Rao; John Greenhall; Cristian Pantea; Mark A. Anastasio; Brendt Wohlberg
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errSave
Review of physics-informed machine-learning inversion of geophysical data
errGEOPHYSICS
IF3.2
err2024-10-25
err2
PREAI
errSchuster, Gerard T.; Chen, Yuqing; Feng, Shihang
errShare
errSave
An empirical study of large-scale data-driven full waveform inversion
errSCIENTIFIC REPORTS
IF3.9
err2024-08-28
err2
errOAAI
errJin, Peng; Feng, Yinan; Feng, Shihang; Wang, Hanchen; Chen, Yinpeng; Consolvo, Benjamin; Liu, Zicheng; Lin, Youzuo
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errSave
HOSSNet: An efficient physics-guided neural network for simulating micro-crack propagation
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-03-01
err1
PREAI
errChen, Shengyu; Feng, Shihang; Huang, Yao; Lei, Zhou; Jia, Xiaowei; Lin, Youzuo; Rougier, Esteban
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errSave
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-11-01
err16
errOAAI
errZhu, Min; Feng, Shihang; Lin, Youzuo; Lu, Lu
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errSave
The Kimberlina synthetic multiphysics dataset for CO2 monitoring investigations
errGEOSCIENCE DATA JOURNAL
IF2.4
err2023-05-19
err5
errOAAI
errAlumbaugh, David; Gasperikova, Erika; Crandall, Dustin; Commer, Michael; Feng, Shihang; Harbert, William; Li, Yaoguo; Lin, Youzuo; Samarasinghe, Savini
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errSave
Solving Seismic Wave Equations on Variable Velocity Models With Fourier Neural Operator
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err19
errOAAI
errLi, Bian; Wang, Hanchen; Feng, Shihang; Yang, Xiu; Lin, Youzuo
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errSave
Joint physics-based and data-driven time-lapse seismic inversion: Mitigating data scarcity
errGEOPHYSICS
IF3.2
err2022-12-21
err1
errOAAI
errLiu, Yanhua; Feng, Shihang; Tsvankin, Ilya; Alumbaugh, David; Lin, Youzuo
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errSave
InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err11
errOAAI
errZeng, Qili; Feng, Shihang; Wohlberg, Brendt; Lin, Youzuo
errShare
errSave
Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err6
errOAAI
errFeng, Shihang; Zhang, Xitong; Wohlberg, Brendt; Symons, Neill P.; Lin, Youzuo
errShare
errSave
Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err29
errOAAI
errFeng, Shihang; Lin, Youzuo; Wohlberg, Brendt
errShare
errSave
Multiscale reflection phase inversion with migration deconvolution
errGEOPHYSICS
IF3.2
err2020-01-01
err17
errOAAI
errChen, Yuqing; Feng, Zongcai; Fu, Lei; AlTheyab, Abdullah; Feng, Shihang; Schuster, Gerard
errShare
errSave
Zero-offset sections with a deblurring filter in the time domain
errGEOPHYSICS
IF3.2
err2019-07-01
err4
errOAAI
errFeng, Shihang; Yilmaz, Oz; Chen, Yuqing; Schuster, Gerard T.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
James Theiler
H-index: 58 · Papers: 346
G
Gerard T. Schuster
H-index: 48 · Papers: 429
M
Mark A. Anastasio
H-index: 48 · Papers: 582
李
李耀国 (Yaoguo Li)
H-index: 45 · Papers: 447
I
Ilya Tsvankin
H-index: 43 · Papers: 312
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