Deep learning audio magnetotellurics inversion using residual-based deep convolution neural network

Data-driven low-frequency signal recovery using deep learning predictions in full-waveform inversion

(2020) Jinwei Fang et al.   GEOPHYSICS

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Application of Supervised Descent Method to Transient Electromagnetic Data Inversion

(2019) Rui Guo et al.   GEOPHYSICS

Deep learning electromagnetic inversion with convolutional neural networks

(2019) Vladimir Puzyrev   GEOPHYSICAL JOURNAL INTERNATIONAL

Deep-learning inversion: a next generation seismic velocity-model building method

(2019) Fangshu Yang et al.   GEOPHYSICS

Inverting magnetotelluric responses in a three-dimensional earth using fast forward approximations based on artificial neural networks

(2019) Dennis Conway et al.   COMPUTERS & GEOSCIENCES

Subsurface velocity inversion from deep learning-based data assimilation

(2019) Bo Mao et al.   JOURNAL OF APPLIED GEOPHYSICS

Efficient hierarchical trans-dimensional Bayesian inversion of magnetotelluric data

(2018) Enming Xiang et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Trans-dimensional Bayesian inversion of airborne transient EM data from Taylor Glacier, Antarctica

(2018) Daniel Blatter et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Efficient Monte Carlo sampling of inverse problems using a neural network-based forward—applied to GPR crosshole traveltime inversion

(2017) T M Hansen et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

1D inversion of multicomponent, multifrequency marine CSEM data: Methodology and synthetic studies for resolving thin resistive layers

(2009) Kerry Key   GEOPHYSICS

Non-linear conjugate gradient inversion for global EM induction: resolution studies

(2008) Anna Kelbert et al.   GEOPHYSICAL JOURNAL INTERNATIONAL