| Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction | Dec 27, 2023 | GeophysicsImage Reconstruction | —Unverified | 0 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Enhancing Resolution of Nonstationary Seismic Data | Dec 26, 2023 | Geophysics | CodeCode Available | 0 |
| Absorption-Constrained Wavelet Power Spectrum Inversion for Enhancing Resolution of Nonstationary Seismic Data | Dec 26, 2023 | 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 |
| Rethinking materials simulations: Blending direct numerical simulations with neural operators | Dec 8, 2023 | Geophysics | CodeCode Available | 1 |
| FaultSeg Swin-UNETR: Transformer-Based Self-Supervised Pretraining Model for Fault Recognition | Oct 27, 2023 | Edge DetectionFault Detection | —Unverified | 0 |
| Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices | Oct 14, 2023 | Geophysics | —Unverified | 0 |
| Learning to Decouple and Generate Seismic Random Noise via Invertible Neural Network | Aug 23, 2023 | DenoisingGeophysics | CodeCode Available | 0 |
| LSTM-Based Forecasting Model for GRACE Accelerometer Data | Aug 16, 2023 | Geophysicsmodel | CodeCode Available | 0 |
| Attenuation of Seismic Random Noise With Unknown Distribution: A Gaussianization Framework | Jul 25, 2023 | DenoisingGeophysics | CodeCode Available | 0 |
| MyCrunchGPT: A chatGPT assisted framework for scientific machine learning | Jun 27, 2023 | Code GenerationGeophysics | —Unverified | 0 |
| Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise Modeling | May 16, 2023 | DenoisingGeophysics | 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 |
| Auto-Linear Phenomenon in Subsurface Imaging | Apr 27, 2023 | DecoderGeophysics | —Unverified | 0 |
| Learned multiphysics inversion with differentiable programming and machine learning | Apr 12, 2023 | Geophysics | CodeCode Available | 1 |
| Explainable Machine Learning for Hydrocarbon Prospect Risking | Dec 15, 2022 | AttributeDecision Making | —Unverified | 0 |
| A physically-informed Deep-Learning approach for locating sources in a waveguide | Aug 7, 2022 | Geophysics | —Unverified | 0 |
| Viskositas: Viscosity Prediction of Multicomponent Chemical Systems | Aug 2, 2022 | GeophysicsPrediction | CodeCode Available | 0 |
| Physics Embedded Machine Learning for Electromagnetic Data Imaging | Jul 26, 2022 | BIG-bench Machine LearningGeophysics | —Unverified | 0 |
| A Frequency-Velocity CNN for Developing Near-Surface 2D Vs Images from Linear-Array, Active-Source Wavefield Measurements | Jul 19, 2022 | Geophysics | —Unverified | 0 |
| Constrained Mass Optimal Transport | Jun 5, 2022 | Content-Based Image RetrievalGeophysics | —Unverified | 0 |
| An Intriguing Property of Geophysics Inversion | Apr 28, 2022 | DecoderGeophysics | —Unverified | 0 |
| An IMAP method for inversion of medium Q factor using zero-offset VSP data | Apr 8, 2022 | Geophysics | CodeCode Available | 0 |
| Extremely Weak Supervision Inversion of Multi-physical Properties | Feb 3, 2022 | Geophysics | —Unverified | 0 |
| Improving the quality control of seismic data through active learning | Jan 17, 2022 | Active LearningDenoising | —Unverified | 0 |
