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Geophysics

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Showing 51–75 of 77 papers

TitleStatusHype
An Intriguing Property of Geophysics Inversion—0
An IMAP method for inversion of medium Q factor using zero-offset VSP dataCode0
Extremely Weak Supervision Inversion of Multi-physical Properties—0
Improving the quality control of seismic data through active learning—0
Classifying Turbulent Environments via Machine Learning—0
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop—0
Data-driven modeling of time-domain induced polarizationCode0
Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors—0
Fast ABC with joint generative modelling and subset simulation—0
A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration—0
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials DesignCode0
Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems—0
Distributed Learning via Filtered Hyperinterpolation on Manifolds—0
Data-driven geophysics: from dictionary learning to deep learning—0
On the suitability of generalized regression neural networks for GNSS position time series prediction for geodetic applications in geodesy and geophysics—0
High-Contrast Reflection Tomography with Total-Variation Constraints—0
A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification—0
Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks—0
Target Tracking with Electrical Impedance Tomography—0
Distributed filtered hyperinterpolation for noisy data on the sphere—0
Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics—0
Precision annealing Monte Carlo methods for statistical data assimilation and machine learning—0
Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems—0
Universal features of mountain ridge networks on Earth—0
Wavelet-Based Segmentation on the Sphere—0
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