Marcio Augusto Sampaio

According to our database, Marcio Augusto Sampaio authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Soft Sensor for Bottom-Hole Pressure Estimation in Petroleum Wells Using Long Short-Term Memory and Transfer Learning.

Mateus A. Fernandes, Eduardo Gildin, Marcio Augusto Sampaio

CoRR, February, 2026

Enhancing the parameterization of reservoir properties for data assimilation using deep VAE-GAN.

Marcio Augusto Sampaio, Paulo Henrique Ranazzi, Martin J. Blunt

Comput. Geosci., 2026

Hybrid Physics-Data-Driven Approach for Pressure Estimation in CO₂-Rich Gas Injection Operations.

Mateus A. Fernandes, Eduardo Gildin, Marcio Augusto Sampaio

IEEE Access, 2026

2025

Data-driven models for production forecasting and decision supporting in petroleum reservoirs.

Mateus A. Fernandes, Michael M. Furlanetti, Eduardo Gildin, Marcio Augusto Sampaio

CoRR, August, 2025

2024

Improving the training performance of generative adversarial networks with limited data: Application to the generation of geological models.

Paulo Henrique Ranazzi, Xiaodong Luo, Marcio Augusto Sampaio

Comput. Geosci., 2024

Data-Driven Estimation of Flowing Bottom-Hole Pressure in Petroleum Wells Using Long Short-Term Memory.

Mateus A. Fernandes, Eduardo Gildin, Marcio Augusto Sampaio

Proceedings of the International Conference on Machine Learning and Applications, 2024