| Geological and Well prior assisted full waveform inversion using conditional diffusion models | Dec 9, 2024 | Geophysics | —Unverified | 0 |
| High-Contrast Reflection Tomography with Total-Variation Constraints | May 6, 2020 | GeophysicsObject | —Unverified | 0 |
| Improving the quality control of seismic data through active learning | Jan 17, 2022 | Active LearningDenoising | —Unverified | 0 |
| Classifying Turbulent Environments via Machine Learning | Jan 3, 2022 | Bayesian InferenceEarth Observation | —Unverified | 0 |
| Inversion-DeepONet: A Novel DeepONet-Based Network with Encoder-Decoder for Full Waveform Inversion | Aug 15, 2024 | DecoderGeophysics | —Unverified | 0 |
| Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks | Dec 2, 2019 | Geophysics | —Unverified | 0 |
| Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction | Dec 27, 2023 | GeophysicsImage Reconstruction | —Unverified | 0 |
| 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 |
| Generative modeling of seismic data using score-based generative models | Mar 17, 2024 | GeophysicsImage Generation | CodeCode Available | 0 |
| Attenuation of Seismic Random Noise With Unknown Distribution: A Gaussianization Framework | Jul 25, 2023 | DenoisingGeophysics | CodeCode Available | 0 |
| Viskositas: Viscosity Prediction of Multicomponent Chemical Systems | Aug 2, 2022 | GeophysicsPrediction | CodeCode Available | 0 |
| Nonstationary blind deconvolution using spectral constraints | May 28, 2025 | Geophysics | CodeCode Available | 0 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Enhancing Resolution of Nonstationary Seismic Data | Dec 26, 2023 | Geophysics | CodeCode Available | 0 |
| Data-driven modeling of time-domain induced polarization | Jul 30, 2021 | DenoisingGeophysics | CodeCode Available | 0 |
| Inferring directed spectral information flow between mixed-frequency time series | Aug 12, 2024 | Computational EfficiencyGeophysics | CodeCode Available | 0 |
| Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise Modeling | May 16, 2023 | DenoisingGeophysics | CodeCode Available | 0 |
| An IMAP method for inversion of medium Q factor using zero-offset VSP data | Apr 8, 2022 | Geophysics | CodeCode Available | 0 |
| 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 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Robust Q Extraction From VSP Data | Dec 13, 2023 | GeophysicsSeismic Imaging | CodeCode Available | 0 |
| Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum | May 18, 2025 | GeophysicsRepresentation Learning | CodeCode Available | 0 |
| Inversion of Magnetic Data using Learned Dictionaries and Scale Space | Feb 8, 2025 | Dictionary LearningGeophysics | CodeCode Available | 0 |
| A general method for extracting the amplitude spectrum of the seismic wavelet from the seismic traces | May 12, 2023 | Geophysics | CodeCode Available | 0 |
| Two-Dimensional Nonstationary Filtering by Operator Scaling | Apr 1, 2024 | Geophysics | CodeCode Available | 0 |
| Learning to Decouple and Generate Seismic Random Noise via Invertible Neural Network | Aug 23, 2023 | DenoisingGeophysics | CodeCode Available | 0 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Enhancing Resolution of Nonstationary Seismic Data | Dec 26, 2023 | Geophysics | CodeCode Available | 0 |