| Classifying Turbulent Environments via Machine Learning | Jan 3, 2022 | Bayesian InferenceEarth Observation | —Unverified | 0 |
| OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion | Nov 4, 2021 | 2kBenchmarking | CodeCode Available | 1 |
| Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop | Oct 14, 2021 | Geophysics | —Unverified | 0 |
| Data-driven modeling of time-domain induced polarization | Jul 30, 2021 | DenoisingGeophysics | CodeCode Available | 0 |
| Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors | Jul 6, 2021 | Bayesian InferenceGenerative Adversarial Network | —Unverified | 0 |
| Direct Velocity Inversion of Ground Penetrating Radar Data Using GPRNet | May 20, 2021 | GeophysicsGPR | CodeCode Available | 1 |
| Fast ABC with joint generative modelling and subset simulation | Apr 16, 2021 | DiagnosticDiversity | —Unverified | 0 |
| A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration | Feb 5, 2021 | BIG-bench Machine LearningGeophysics | —Unverified | 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 |
| Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems | Nov 13, 2020 | GeophysicsPoint Processes | —Unverified | 0 |
