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EAGE 2024 in Oslo, Norway

Text-Guided Well Log-Constrained Realistic Subsurface Model Generation via Stable Diffusion

📝Link to abstract

PhD thesis defense in KAUST, Saudi Arabia, 2021

Data-driven methods for the initialization of full-waveform inversion

📝Link to thesis

SEG 2021 in Denver, CO, USA

Dual-band generative learning for low-frequency extrapolation in seismic land data

📝Link to abstract

Surface-related multiple elimination through orthogonal encoding in the latent space of convolutional autoencoder

📝Link to abstract

SEG 2019 in San Antonio, TX, USA

Style transfer for generation of realistically textured elastic subsurface models

📝Link to abstract
🛠️Link to code

EAGE 2019 in London, UK

Transfer learning for low frequency extrapolation from shot gathers for FWI applications

📝Link to abstract

GEO 2018 in Manama, Bahrain

Feasibility of moment tensor inversion for a single-well microseismic data using neural networks

📝Link to abstract

3rd SEG FWI Workshop: Where are we getting? Manama, Bahrain, 2017

Neural network-based low-frequency data extrapolation

📝Link to abstract

EAGE 2017 in Paris, France

Variance-based salt body reconstruction

📝Link to paper