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Machine learning for data-driven discovery in solid Earth geoscience

Science (American Association for the Advancement of Science), 2019-03, Vol.363 (6433)

2019

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Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

Nature communications, 2020-08, Vol.11 (1), p.3972-3972, Article 3972

2020

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A weight-adjusted discontinuous Galerkin method for the poroelastic wave equation: Penalty fluxes and micro-heterogeneities

Journal of computational physics, 2020-02, Vol.403, p.109061, Article 109061

2020

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A high order discontinuous Galerkin method for the symmetric form of the anisotropic viscoelastic wave equation

Computers & mathematics with applications (1987), 2021-10, Vol.99, p.113-132

2021

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Stable reconstruction of simple Riemannian manifolds from unknown interior sources

Inverse problems, 2023-09, Vol.39 (9), p.95002

2023

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A multi-rate iterative coupling scheme for simulating dynamic ruptures and seismic waves generation in the prestressed earth

Journal of computational physics, 2020-03, Vol.405, p.109098, Article 109098

2020

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Inverse problem for Love waves in a layered, elastic half-space

Inverse problems, 2024-04, Vol.40 (4), p.45013

2024

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A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets

Journal of scientific computing, 2022-05, Vol.91 (2), p.67, Article 67

2022

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Recurrent Scattering Network Detects Metastable Behavior in Polyphonic Seismo-Volcanic Signals for Volcano Eruption Forecasting

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-23

2022

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Local recovery of a piecewise constant anisotropic conductivity in EIT on domains with exposed corners

Inverse problems, 2023-02, Vol.39 (2), p.25005

2023

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Semiclassical inverse spectral problem for seismic surface waves in isotropic media: part I. Love waves

Inverse problems, 2020-07, Vol.36 (7), p.75015

2020

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Higher-order Hamilton–Jacobi perturbation theory for anisotropic heterogeneous media: dynamic ray tracing in ray-centred coordinates

Geophysical journal international, 2021-08, Vol.226 (2), p.1262-1307

2021

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Semiclassical inverse spectral problem for seismic surface waves in isotropic media: part II. Rayleigh waves

Inverse problems, 2020-07, Vol.36 (7), p.75016

2020

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Inverse Problem of Travel Time Difference Functions on a Compact Riemannian Manifold with Boundary

The Journal of geometric analysis, 2019-12, Vol.29 (4), p.3308-3327

2019

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System of radiative transfer equations for coupled surface and body waves

Zeitschrift für angewandte Mathematik und Physik, 2022-10, Vol.73 (5), Article 177

2022

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Mixed ray transform on simple 2-dimensional Riemannian manifolds

Proceedings of the American Mathematical Society, 2019-11, Vol.147 (11), p.4901-4913

2019

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Generic uniqueness and stability for the mixed ray transform

Transactions of the American Mathematical Society, 2021-09, Vol.374 (9), p.6085-6144

2021

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Attention Network Forecasts Time‐to‐Failure in Laboratory Shear Experiments

Journal of geophysical research. Solid earth, 2021-11, Vol.126 (11), p.n/a

2021

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Unique Recovery of Piecewise Analytic Density and Stiffness Tensor from the Elastic-Wave Dirichlet-To-Neumann Map

SIAM journal on applied mathematics, 2019-01, Vol.79 (6), p.2359-2384

2019

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A numerical study of multi-parameter full waveform inversion with iterative regularization using multi-frequency vibroseis data

Computational geosciences, 2020-02, Vol.24 (1), p.89-107

2020

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Iterative reconstruction of the wave speed for the wave equation with bounded frequency boundary data

Inverse problems, 2016-02, Vol.32 (2), p.25008-25028

2016

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On sensitivity kernels for ‘wave-equation’ transmission tomography

Geophysical journal international, 2005-02, Vol.160 (2), p.621-633

2005

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An inverse source problem for a variable speed wave equation with discrete-in-time sources

Inverse problems, 2015-07, Vol.31 (7), p.75007-75028

2015

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Compositional heterogeneity near the base of the mantle transition zone beneath Hawaii

Nature communications, 2018-03, Vol.9 (1), p.1266-9, Article 1266

2018

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Nonlinear interaction of waves in elastodynamics and an inverse problem

Mathematische annalen, 2020-02, Vol.376 (1-2), p.765-795

2020

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Machine learning for data-driven discovery in solid Earth geoscience

Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

A weight-adjusted discontinuous Galerkin method for the poroelastic wave equation: Penalty fluxes and micro-heterogeneities

A high order discontinuous Galerkin method for the symmetric form of the anisotropic viscoelastic wave equation

Stable reconstruction of simple Riemannian manifolds from unknown interior sources

A multi-rate iterative coupling scheme for simulating dynamic ruptures and seismic waves generation in the prestressed earth

Inverse problem for Love waves in a layered, elastic half-space

A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets

Recurrent Scattering Network Detects Metastable Behavior in Polyphonic Seismo-Volcanic Signals for Volcano Eruption Forecasting

Local recovery of a piecewise constant anisotropic conductivity in EIT on domains with exposed corners

Semiclassical inverse spectral problem for seismic surface waves in isotropic media: part I. Love waves

Higher-order Hamilton–Jacobi perturbation theory for anisotropic heterogeneous media: dynamic ray tracing in ray-centred coordinates

Semiclassical inverse spectral problem for seismic surface waves in isotropic media: part II. Rayleigh waves

Inverse Problem of Travel Time Difference Functions on a Compact Riemannian Manifold with Boundary

System of radiative transfer equations for coupled surface and body waves

Mixed ray transform on simple 2-dimensional Riemannian manifolds

Generic uniqueness and stability for the mixed ray transform

Attention Network Forecasts Time‐to‐Failure in Laboratory Shear Experiments

Unique Recovery of Piecewise Analytic Density and Stiffness Tensor from the Elastic-Wave Dirichlet-To-Neumann Map

A numerical study of multi-parameter full waveform inversion with iterative regularization using multi-frequency vibroseis data

Iterative reconstruction of the wave speed for the wave equation with bounded frequency boundary data

On sensitivity kernels for ‘wave-equation’ transmission tomography

An inverse source problem for a variable speed wave equation with discrete-in-time sources

Compositional heterogeneity near the base of the mantle transition zone beneath Hawaii

Nonlinear interaction of waves in elastodynamics and an inverse problem

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