2 papers
physics.geo-ph2025
Deep learning enhanced initial model prediction in elastic FWI: application to marine streamer data
Pavel Plotnitskii, Oleg Ovcharenko, Vladimir Kazei +2
Low-frequency data are essential to constrain the low-wavenumber model components in seismic full-waveform inversion (FWI). However, due to acquisition limitations and ambient nois…
cs.DC2019
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
Tal Ben-Nun, Maciej Besta, Simon Huber +3
We introduce Deep500: the first customizable benchmarking infrastructure that enables fair comparison of the plethora of deep learning frameworks, algorithms, libraries, and techni…