2 papers
cs.LG2026
OpenSeisML: Open Large-Scale Real Seismic and well-log Dataset for Generative AI
Ipsita Bhar, Huseyin Tuna Erdinc, Thales Souza +2
The advent of machine learning (ML) and computer vision has significantly accelerated seismic inversion workflows by reducing the computational cost of traditionally expensive iter…
cs.LG2026
SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior
Huseyin Tuna Erdinc, Ipsita Bhar, Rafael Orozco +2
Recent advances in generative networks have enabled new approaches to subsurface velocity model synthesis, offering a compelling alternative to traditional methods such as Full Wav…