Deep-learning seismology论文
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Physics‐Informed Neural Networks (PINNs) for Wave Propagation and Full Waveform Inversions论文
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Deep Learning for Geophysics: Current and Future Trends论文
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Theory and practice of irregular sampling论文
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Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning论文
Geophysical Research Letters2020引用: 362
Geopsy: A User-Friendly Open-Source Tool Set for Ambient Vibration Processing论文
Seismological Research Letters2020引用: 431
70 years of machine learning in geoscience in review论文
Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)2020引用: 239
The RADON TRANSFORM and LOCAL TOMOGRAPHY论文
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Introduction to Seismology论文
Cambridge University Press eBooks2019引用: 373
Seismic Signal Denoising and Decomposition Using Deep Neural Networks论文
IEEE Transactions on Geoscience and Remote Sensing2019引用: 488
Deep learning for denoising论文
Geophysics2019引用: 385
Prestack and poststack inversion using a physics-guided convolutional neural network论文
Interpretation2019引用: 253
PyWavelets: A Python package for wavelet analysis论文
The Journal of Open Source Software2019引用: 744
Seismic Waveform Classification and First-Break Picking Using Convolution Neural Networks论文
IEEE Geoscience and Remote Sensing Letters2018引用: 294
A review on CT image noise and its denoising论文
Biomedical Signal Processing and Control2018引用: 409
PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method论文
Geophysical Journal International2018引用: 1.0K
A scalable deep learning platform for identifying geologic features from seismic attributes论文
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Glossary of fault and other fracture networks论文
Journal of Structural Geology2016引用: 223
Simultaneous denoising and reconstruction of 5-D seismic data via damped rank-reduction method论文
Geophysical Journal International2016引用: 284
Double-sparsity dictionary for seismic noise attenuation论文
Geophysics2016引用: 216
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