Estimation of groundwater storage from seismic data using deep learning

Deep D-bar: Real time Electrical Impedance Tomography Imaging with Deep Neural Networks

(2018) S. J. Hamilton et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep convolutional neural networks for estimating porous material parameters with ultrasound tomography

(2018) Timo Lähivaara et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Coupling of finite element and plane waves discontinuous Galerkin methods for time-harmonic problems

(2018) M. Gaborit et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Incorporating Full Attenuation Mechanisms of Poroelastic Media for Realistic Subsurface Sensing

(2018) Mingwei Zhuang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A discontinuous Galerkin method for poroelastic wave propagation: The two-dimensional case

(2017) N.F. Dudley Ward et al.   JOURNAL OF COMPUTATIONAL PHYSICS

GPU performance analysis of a nodal discontinuous Galerkin method for acoustic and elastic models

(2016) A. Modave et al.   COMPUTERS & GEOSCIENCES

Interlobate esker architecture and related hydrogeological features derived from a combination of high-resolution reflection seismics and refraction tomography, Virttaankangas, southwest Finland

(2016) Georgiana Maries et al.   HYDROGEOLOGY JOURNAL

Estimation of aquifer dimensions from passive seismic signals in the presence of material and source uncertainties

(2015) T. Lähivaara et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Deep learning

(2015) Yann LeCun et al.   NATURE

Estimation of aquifer dimensions from passive seismic signals with approximate wave propagation models

(2013) Timo Lähivaara et al.   INVERSE PROBLEMS

Application of probabilistic facies prediction and estimation of rock physics parameters in a carbonate reservoir from Iran

(2013) Sadegh Karimpouli et al.   Journal of Geophysics and Engineering

A non-uniform basis order for the discontinuous Galerkin method of the acoustic and elastic wave equations

(2010) T. Lähivaara et al.   APPLIED NUMERICAL MATHEMATICS

Seismic inversion for reservoir properties combining statistical rock physics and geostatistics: A review

(2010) Miguel Bosch et al.   GEOPHYSICS

A non-uniform basis order for the discontinuous Galerkin method of the 3D dissipative wave equation with perfectly matched layer

(2010) T. Lähivaara et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A high-order discontinuous Galerkin method for wave propagation through coupled elastic–acoustic media

(2010) Lucas C. Wilcox et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Artificial Neural Network Modeling for Groundwater Level Forecasting in a River Island of Eastern India

(2009) Sheelabhadra Mohanty et al.   WATER RESOURCES MANAGEMENT

Spectral-element simulations of wave propagation in porous media

(2008) Christina Morency et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Discontinuous Galerkin methods for wave propagation in poroelastic media

(2008) Josep de la Puente et al.   GEOPHYSICS

Simultaneous parameter identification of a heterogeneous aquifer system using artificial neural networks

(2008) Halil Karahan et al.   HYDROGEOLOGY JOURNAL