2016). To tackle the challenges of rapid lateral variations in marl reservoirs and limited well data, which hinder the establishment of accurate initial models and consequently reduce inversion ...
Abstract: Recognizing mud rock lithofacies is essential for mapping the subsurface depositional environments and identifying oil and gas-bearing rock formations. Conventional well logs interpretation ...
Previous studies have successfully used seismic waveform characteristics to delineate sedimentary facies and predict reservoirs, demonstrating their value in identifying lithology variations and thin ...
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (accepted for publication in the SEG Inter… ...
She had served as a Lecturer in Geology at her home institution for one year. She has contributed and continues to work on different research projects: sedimentary facies analysis, biostratigraphic, ...