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Showing 26–50 of 77 papers

TitleStatusHype
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
2D Basement Relief Inversion using Sparse Regularization—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
Constrained Mass Optimal Transport—0
MyCrunchGPT: A chatGPT assisted framework for scientific machine learning—0
Data-driven geophysics: from dictionary learning to deep learning—0
DAWN-FM: Data-Aware and Noise-Informed Flow Matching for Solving Inverse Problems—0
Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems—0
Distributed filtered hyperinterpolation for noisy data on the sphere—0
Distributed Learning via Filtered Hyperinterpolation on Manifolds—0
Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices—0
Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics—0
Explainable Machine Learning for Hydrocarbon Prospect Risking—0
Extremely Weak Supervision Inversion of Multi-physical Properties—0
Fast ABC with joint generative modelling and subset simulation—0
FaultSeg Swin-UNETR: Transformer-Based Self-Supervised Pretraining Model for Fault Recognition—0
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning—0
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