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Showing 26–50 of 77 papers

TitleStatusHype
Posterior Sampling for Random Noise Attenuation via Score-based Generative ModelsCode0
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials DesignCode0
Inversion-DeepONet: A Novel DeepONet-Based Network with Encoder-Decoder for Full Waveform Inversion—0
Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks—0
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction—0
2D Basement Relief Inversion using Sparse Regularization—0
MicroFlow: Domain-Specific Optical Flow for Ground Deformation Estimation in Seismic Events—0
Multi-scale Graphical Models for Spatio-Temporal Processes—0
On the suitability of generalized regression neural networks for GNSS position time series prediction for geodetic applications in geodesy and geophysics—0
On the workflow, opportunities and challenges of developing foundation model in geophysics—0
Operator Learning for Reconstructing Flow Fields from Sparse Measurements: an Energy Transformer Approach—0
Physics-Driven Self-Supervised Deep Learning for Free-Surface Multiple Elimination—0
Physics Embedded Machine Learning for Electromagnetic Data Imaging—0
Precision annealing Monte Carlo methods for statistical data assimilation and machine learning—0
Auto-Linear Phenomenon in Subsurface Imaging—0
Simultaneous Automatic Picking and Manual Picking Refinement for First-Break—0
Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors—0
Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems—0
Synergizing Deep Learning and Full-Waveform Inversion: Bridging Data-Driven and Theory-Guided Approaches for Enhanced Seismic Imaging—0
Target Tracking with Electrical Impedance Tomography—0
Transfer learning with generative models for object detection on limited datasets—0
Uncovering the evolution of non-stationary stochastic variables: the example of asset volume-price fluctuations—0
Universal features of mountain ridge networks on Earth—0
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop—0
Wavelet-Based Segmentation on the Sphere—0
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