| Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks | Apr 9, 2019 | GeophysicsSeismic Imaging | CodeCode Available | 1 | 5 |
| Learned multiphysics inversion with differentiable programming and machine learning | Apr 12, 2023 | Geophysics | CodeCode Available | 1 | 5 |
| OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion | Nov 4, 2021 | 2kBenchmarking | CodeCode Available | 1 | 5 |
| Rethinking materials simulations: Blending direct numerical simulations with neural operators | Dec 8, 2023 | Geophysics | CodeCode Available | 1 | 5 |
| 70 years of machine learning in geoscience in review | Jun 16, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 | 5 |
| Stochastic Solutions for Simultaneous Seismic Data Denoising and Reconstruction via Score-based Generative Models | Jul 1, 2024 | DenoisingGeophysics | CodeCode Available | 1 | 5 |
| Direct Velocity Inversion of Ground Penetrating Radar Data Using GPRNet | May 20, 2021 | GeophysicsGPR | CodeCode Available | 1 | 5 |
| Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise Modeling | May 16, 2023 | DenoisingGeophysics | CodeCode Available | 0 | 5 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Enhancing Resolution of Nonstationary Seismic Data | Dec 26, 2023 | Geophysics | CodeCode Available | 0 | 5 |
| LSTM-Based Forecasting Model for GRACE Accelerometer Data | Aug 16, 2023 | Geophysicsmodel | CodeCode Available | 0 | 5 |
| Inversion of Magnetic Data using Learned Dictionaries and Scale Space | Feb 8, 2025 | Dictionary LearningGeophysics | CodeCode Available | 0 | 5 |
| Nonstationary blind deconvolution using spectral constraints | May 28, 2025 | Geophysics | CodeCode Available | 0 | 5 |
| Posterior Sampling for Random Noise Attenuation via Score-based Generative Models | Nov 19, 2024 | DenoisingGeophysics | CodeCode Available | 0 | 5 |
| An IMAP method for inversion of medium Q factor using zero-offset VSP data | Apr 8, 2022 | Geophysics | CodeCode Available | 0 | 5 |
| Inferring directed spectral information flow between mixed-frequency time series | Aug 12, 2024 | Computational EfficiencyGeophysics | CodeCode Available | 0 | 5 |
| A general method for extracting the amplitude spectrum of the seismic wavelet from the seismic traces | May 12, 2023 | Geophysics | CodeCode Available | 0 | 5 |
| Attenuation of Seismic Random Noise With Unknown Distribution: A Gaussianization Framework | Jul 25, 2023 | DenoisingGeophysics | CodeCode Available | 0 | 5 |
| Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum | May 18, 2025 | GeophysicsRepresentation Learning | CodeCode Available | 0 | 5 |
| A Self-Supervised Method for Attenuating Seismic Random and Tracewise Coherent Noise under the Non-Pixelwise Independence Assumption | May 11, 2025 | DenoisingGeophysics | CodeCode Available | 0 | 5 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Robust Q Extraction From VSP Data | Dec 13, 2023 | GeophysicsSeismic Imaging | CodeCode Available | 0 | 5 |
| Data-driven modeling of time-domain induced polarization | Jul 30, 2021 | DenoisingGeophysics | CodeCode Available | 0 | 5 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Enhancing Resolution of Nonstationary Seismic Data | Dec 26, 2023 | Geophysics | CodeCode Available | 0 | 5 |
| A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design | Jan 26, 2021 | Geophysics | CodeCode Available | 0 | 5 |
| Generative modeling of seismic data using score-based generative models | Mar 17, 2024 | GeophysicsImage Generation | CodeCode Available | 0 | 5 |
| Learning to Decouple and Generate Seismic Random Noise via Invertible Neural Network | Aug 23, 2023 | DenoisingGeophysics | CodeCode Available | 0 | 5 |
