267 results on '"Alkhalifah, T."'
Search Results
2. Data and model hard constraints to physics-informed neural networks for near-surface tomography
3. Learnable Gabor kernels in convolutional neural networks for seismic facies classification
4. D-SWE: Data-driven discovery of a seismic wave equation
5. A deep learning seismic processing workflow through a pretraining and fine-tuning framework
6. Microseismic source imaging using physics-informed neural networks with hard constraints: a field application
7. Prior probability regularized FWI using generative diffusion models
8. Efficient Seismic Facies Classification Using Transformer-based Masked Autoencoders
9. A robust seismic tomography framework via physics-informed machine learning with hard constrained data
10. Simultaneous local slope estimation and interpolation with PINNs
11. Frugal uncertainty analysis for full waveform inversion
12. A Deep Learning Seismic Processing Framework Based on Pre-Training: Giving the Dataset the Attention It Needs
13. Enabling full-waveform inversion to recover salt bodies in challenging conditions: A field data application
14. A modified Transformer-based network for seismic processing tasks
15. Plug-and-Play Stein variational gradient descent for Bayesian post-stack seismic inversion
16. Multi-blind-trace deep learning with a hybrid loss for attenuation of trice-wise noise
17. GaborPINN: Efficient physics informed neural networks using multiplicative filtered networks
18. Seismic imaging enhancement of sparse ocean-bottom node data using deep learning
19. Joint Microseismic Event Detection and Location Based on a Detection Transformer
20. Machine learning in microseismic monitoring
21. High-Resolution Target Reservoir Inversion Underlying a Transversely Isotropic Elastic Overburden
22. Learning to Unflood the Salt in Full-Waveform Inversion, Application on Vintage GOM Data
23. Coherent Noise Suppression Via a Self-Supervised Deep Learning Scheme
24. High-Dimensional Wavefield Solutions Using Physics-Informed Neural Networks with Frequency-Extension
25. Pinnhypo: Hypocenter Localization Using Physics Informed Neural Networks
26. Automatic Microseismic Event Location Using Deep Neural Networks in Anisotropic Media
27. A Holistic Approach to Computing First-Arrival Traveltimes Using Physics-Informed Neural Networks
28. Upwind, No More: Flexible Traveltime Solutions Using Physics-Informed Neural Networks
29. Predictive Uncertainty Quantification for Bayesian Physics-Informed Neural Network (Pinn) in Hypocentre Estimation Problem
30. Machine-Learning Seismic Processing Tasks by Fine Tuning a Pre-Trained Attention-Based Neural Network: Storseismic
31. High-Wavenumber Extrapolation for Band-Limited FWI Results Using Deep Learning
32. Searching the Parameter Space for Resolution and Uniqueness in Elastic Anisotropic Waveform Inversion
33. Prestack exploding reflector modelling and migration for anisotropic media
34. MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning
35. High Frequency Waveform Inversion: is it Worth Doing?
36. Pure P- and S-Wave Equations in Anisotropic Media
37. The Use of Multi-Scattered Energy in Imaging and Velocity Model Building
38. Traveltime Computation for qSV Waves in TI Media Using Physics-Informed Neural Networks
39. The Eikonal Solution for Attenuating VTI Media Using Physics-Informed Neural Networks
40. Transferring Elastic Low Frequency Extrapolation from Synthetic to Field Data
41. Automatic unflooding for salt base using U-net in full-waveform inversion framework
42. Target-Oriented High-Resolution Elastic Full Waveform Inversion using Redatumed Multi-Component Data
43. A tilted transversely isotropic slowness surface approximation
44. 3D Acoustic Orthorhombic Anisotropic Passive Source Inversion with Full Waveform Inversion
45. A Sequential Inversion for the Velocity and the Intrinsic Attenuation Using Efficient Wavefield Inversion
46. Rayleigh Wave Phase-Slope Tomography
47. Characterization of Sand Dunes Near Surface Structures Using Distributed Acoustic Sensing
48. ML-Misfit: Learning a Robust Misfit Function for Full-Waveform Inversion Using Machine Learning
49. High-Resolution Time-Lapse FWI with Spatio-Spectral Regularization
50. Deep Learning Tomography by Mapping Full Seismic Waveforms to Vertical Velocity Profiles
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