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Showing 51–75 of 77 papers

TitleStatusHype
Classifying Turbulent Environments via Machine Learning—0
OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform InversionCode1
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
Direct Velocity Inversion of Ground Penetrating Radar Data Using GPRNetCode1
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
70 years of machine learning in geoscience in reviewCode1
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
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural NetworksCode1
Universal features of mountain ridge networks on Earth—0
Wavelet-Based Segmentation on the Sphere—0
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