| Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks | Apr 9, 2019 | GeophysicsSeismic Imaging | CodeCode Available | 1 |
| Direct Velocity Inversion of Ground Penetrating Radar Data Using GPRNet | May 20, 2021 | GeophysicsGPR | CodeCode Available | 1 |
| Learned multiphysics inversion with differentiable programming and machine learning | Apr 12, 2023 | Geophysics | CodeCode Available | 1 |
| Rethinking materials simulations: Blending direct numerical simulations with neural operators | Dec 8, 2023 | Geophysics | CodeCode Available | 1 |
| Stochastic Solutions for Simultaneous Seismic Data Denoising and Reconstruction via Score-based Generative Models | Jul 1, 2024 | DenoisingGeophysics | CodeCode Available | 1 |
| OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion | Nov 4, 2021 | 2kBenchmarking | CodeCode Available | 1 |
| 70 years of machine learning in geoscience in review | Jun 16, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 |
| A Frequency-Velocity CNN for Developing Near-Surface 2D Vs Images from Linear-Array, Active-Source Wavefield Measurements | Jul 19, 2022 | Geophysics | —Unverified | 0 |
| A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification | Dec 3, 2019 | General ClassificationGeophysics | —Unverified | 0 |
| 2D Basement Relief Inversion using Sparse Regularization | Oct 19, 2024 | Geophysics | —Unverified | 0 |
