Research graph
References from High-low frequency collaborative Fourier neural operator for three-dimensional acoustic seismic wavefield modeling. Local targets link to admitted publications; unresolved targets remain external evidence.
Operator approximation of the wave equation based on deep learning of green’s function
2024 · External reference
Unresolved reference
1997 · External reference
Unresolved reference
2006 · External reference
Seismic ray theory
1961 · External reference
A nonreflecting boundary condition for discrete acoustic and elastic wave equations
10.1190/1.1441945 · 1985 · External reference
Correlation-based reflection waveform inversion by one-way wave equations
10.1111/1365-2478.12668 · 2018 · External reference
Adaptive Fourier neural operators: efficient token mixers for transformers
2022 · External reference
Adam: a method for stochastic optimization
2015 · External reference
Introduction to the spectral element method for three-dimensional seismic wave propagation
10.1046/j.1365-246x.1999.00967.x · 1999 · External reference
Forward modeling by a Fourier method
10.1190/1.1441288 · 1982 · External reference
Neural operator: learning maps between function spaces with applications to PDEs
2023 · External reference
Unresolved reference
2023 · External reference
Fourth-order finite-difference P-SV seismograms
10.1190/1.1442422 · 1988 · External reference
Fourier neural operator for parametric partial differential equations
2021 · External reference
SGDR: stochastic gradient descent with warm restarts
2017 · External reference
Full-waveform inversion, part 1: forward modeling
10.1190/tle36121033.1 · 2017 · External reference
Full-waveform inversion, part 2: adjoint modeling
10.1190/tle37010069.1 · 2018 · External reference
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
10.1038/s42256-021-00302-5 · 2021 · External reference
PyTorch: an imperative style, high-performance deep learning library
2019 · External reference
Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
10.1016/j.jcp.2018.10.045 · 2019 · External reference
P-SV wave propagation in heterogeneous media: velocity-stress finite-difference method
10.1190/1.1442147 · 1986 · External reference
An overview of full-waveform inversion in exploration geophysics
10.1190/1.3238367 · 2009 · External reference
Elastic isotropic and anisotropic full waveform inversions using automatic differentiation for gradient calculations in a framework of recurrent neural networks
10.1190/geo2020-0542.1 · 2021 · External reference
Full waveform inversion guided wave tomography with a recurrent neural network
10.1016/j.ultras.2023.107043 · 2023 · External reference
Respecting causality for training physics-informed neural networks
2024 · External reference
U-FNO — an enhanced Fourier neural operator-based deep-learning model for multiphase flow
10.1016/j.advwatres.2022.104180 · 2022 · External reference
InversionNet: accurate and efficient seismic waveform inversion with convolutional neural networks
2018 · External reference
Seismic wave propagation and inversion with neural operators
10.1785/0320210026 · 2021 · External reference
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness
2023 · External reference
U-FNO — an enhanced Fourier neural operator-based deep-learning model for multiphase flow
10.1016/j.advwatres.2022.104180 · ExternalCitation · doi-reference
Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
10.1016/j.jcp.2018.10.045 · ExternalCitation · doi-reference
Full waveform inversion guided wave tomography with a recurrent neural network
10.1016/j.ultras.2023.107043 · ExternalCitation · doi-reference
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
10.1038/s42256-021-00302-5 · ExternalCitation · doi-reference
Introduction to the spectral element method for three-dimensional seismic wave propagation
10.1046/j.1365-246x.1999.00967.x · ExternalCitation · doi-reference
Correlation-based reflection waveform inversion by one-way wave equations
10.1111/1365-2478.12668 · ExternalCitation · doi-reference
Forward modeling by a Fourier method
10.1190/1.1441288 · ExternalCitation · doi-reference
A nonreflecting boundary condition for discrete acoustic and elastic wave equations
10.1190/1.1441945 · ExternalCitation · doi-reference
P-SV wave propagation in heterogeneous media: velocity-stress finite-difference method
10.1190/1.1442147 · ExternalCitation · doi-reference
Fourth-order finite-difference P-SV seismograms
10.1190/1.1442422 · ExternalCitation · doi-reference
An overview of full-waveform inversion in exploration geophysics
10.1190/1.3238367 · ExternalCitation · doi-reference
Elastic isotropic and anisotropic full waveform inversions using automatic differentiation for gradient calculations in a framework of recurrent neural networks
10.1190/geo2020-0542.1 · ExternalCitation · doi-reference
Full-waveform inversion, part 1: forward modeling
10.1190/tle36121033.1 · ExternalCitation · doi-reference
Full-waveform inversion, part 2: adjoint modeling
10.1190/tle37010069.1 · ExternalCitation · doi-reference
Seismic wave propagation and inversion with neural operators
10.1785/0320210026 · ExternalCitation · doi-reference
