Education

Ph.D., Petroleum Engineering, Texas A&M University, USA, 2009

B.Sc., Petroleum Engineering, Bandung Institute of Technology (ITB), Indonesia, 1997

Research Interests

• Reservoir simulation and fluid flow modeling, including dual porosity, fracture networks, and heterogeneity modeling
• Application of advanced numerical methods such as neural networks and probabilistic approaches in reservoir simulation
• Carbon Capture, Utilization, and Storage (CCUS)
• Oil and gas data analytics

Courses Taught

• TM2202 — Reservoir Fluids Laboratory
• TM2203 — Numerical Methods and Programming
• TM4101 — Reservoir Characterization and Modeling
• WF1101 — Introduction to Mineral and Energy Resources

Selected Publications

• An Integrated Approach to Economic Analysis of EOR Projects: EOR Screening to Optimization of Field Development Scenario (2024)
• A New Approach for Storage Capacity and Allowable Injection Time Calculation in Carbon Capture and Storage (CCS) Reservoir (2022)
• Analysis of Hydraulic Conductivity of Fractured Groundwater Flow Media Using Artificial Neural Network Back Propagation (2021)
• Estimation of Oil Recovery for Hydrocarbon Injection EOR Method Using a Newly-Developed Predictive Model (2020)
• Development of ANN-based Predictive Model for Miscible CO₂ Flooding in Sandstone Reservoir (2019)

Projects & Activities

• Application of Probabilistic and Neural Network Methods as Linear Solvers in Reservoir Simulation (2025)
• Development of Neural Network-Based Nonlinear Solver in Reservoir Simulation (2024)
• Technical Evaluation of CCUS Implementation in Subsurface Formations in Indonesia (2023)
• Optimization Study of Economic Algorithms for Upstream Oil and Gas Projects (2023)
• Development Study of Economic Algorithms for Upstream Oil and Gas Projects (2022)