Recod from Social Media – #121

From Anderson Rocha on Linkedin:

How can we harness powerful data-driven techniques to compare 4D seismic data and simulation models?

Check the latest result of our Artificial Intelligence Lab. ( ) at the Instituto de Computação – Unicamp Universidade Estadual de Campinas in partnership with the UNISIM / CEPETRO – Centro de Estudos de Petróleo .

We propose a novel approach leveraging three-way deep neural networks trained using a reference image (4D seismic data) with two simulation model candidates. It learns to find the simulation models that best characterize the reference. Our method is underpinned by more than a thousand pairs of simulation models and reference maps evaluated by human specialists for training.

The new method achieves more than 90% accuracy when comparing 4D seismic data with simulation data and represents an important push forward in the Oil & Gas industry.

[Check the paper]

Thanks, Marcos Cirne Aurea Soriano-Vargas Klaus Rollmann Alessandra Davolio and Denis Schiozer for the excellent collaboration!

#ai #artificialintelligence #deeplearning #datascience #machinelearning #neuralnetworks #recod #4D #oil #gas

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