Paulo Henrique Ranazzi

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Scientific Discovery & Drug Design (1)World Models & Planning (1)

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M. A. Sampaio (1)Marcio Augusto Sampaio (1)P. Ranazzi (1)M. Blunt (1)

Papers (1)

Mar 19, 2026

M. A. Sampaio +51w ago

Enhancing the Parameterization of Reservoir Properties for Data Assimilation Using Deep VAE-GAN

VAE-GANs let you have your cake and eat it too: high-fidelity geological models *and* accurate history matching in reservoir simulation, something previous DL methods couldn't deliver.

M. A. Sampaio, Marcio Augusto Sampaio, P. Ranazzi +3

Scientific Discovery & Drug Design World Models & Planning

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Paulo Henrique Ranazzi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)