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| A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset | Jan 1, 2025 | GeophysicsSeismic Imaging | —Unverified | 0 |
| Geological and Well prior assisted full waveform inversion using conditional diffusion models | Dec 9, 2024 | Geophysics | —Unverified | 0 |
| DAWN-FM: Data-Aware and Noise-Informed Flow Matching for Solving Inverse Problems | Dec 6, 2024 | DeblurringGeophysics | —Unverified | 0 |
| A novel algorithm for the decomposition of non-stationary multidimensional and multivariate signals | Nov 30, 2024 | Geophysics | —Unverified | 0 |
| Posterior Sampling for Random Noise Attenuation via Score-based Generative Models | Nov 19, 2024 | DenoisingGeophysics | CodeCode Available | 0 |
| 2D Basement Relief Inversion using Sparse Regularization | Oct 19, 2024 | Geophysics | —Unverified | 0 |
| From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning | Oct 17, 2024 | GeophysicsKolmogorov-Arnold Networks | —Unverified | 0 |
| A Real Benchmark Swell Noise Dataset for Performing Seismic Data Denoising via Deep Learning | Oct 2, 2024 | BenchmarkingDenoising | —Unverified | 0 |
| Inversion-DeepONet: A Novel DeepONet-Based Network with Encoder-Decoder for Full Waveform Inversion | Aug 15, 2024 | DecoderGeophysics | —Unverified | 0 |
