Maman Hermana

According to our database, Maman Hermana authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning.

Maulana Hutama Rahma Putra, Maman Hermana, Ida Bagus Suananda Yogi, Touhid Mohammad Hossain, Muhammad Faris Abdurrachman, Said Jadid Abdul Kadir

Earth Sci. Informatics, April, 2024

A Novel Stochastic CatBoost Based Shear Wave Velocity Prediction and Uncertainty Analysis in Sandstone Reservoir Using Multi-Seismic Attributes.

Touhid Mohammad Hossain, Maman Hermana, John Oluwadamilola Olutoki

IEEE Access, 2024

Porosity Prediction and Uncertainty Estimation in Tight Sandstone Reservoir Using Non-Deterministic XGBoost.

Touhid Mohammad Hossain, Maman Hermana, John Oluwadamilola Olutoki

IEEE Access, 2024

2023

Epistemic Uncertainty and Model Transparency in Rock Facies Classification Using Monte Carlo Dropout Deep Learning.

Touhid Mohammad Hossain, Maman Hermana, Said Jadid Abdulkadir

IEEE Access, 2023

2022

Uncertainty Quantification in Classifying Complex Geological Facies Using Bayesian Deep Learning.

Touhid Mohammad Hossain, Maman Hermana, Makky Sandra Jaya, Hiroshi Sakai, Said Jadid Abdulkadir

IEEE Access, 2022