Educational Background
- Doctor : Geophysics, Institut de Physique du Globe de Paris
- Master : Geophysics, Institut de Physique du Globe de Paris
- Bachelor : Geophysics and Meteorology, Bandung Institute of Technology (ITB)
Course Delivered
- Rock Physics
- Rock Mechanics
- Geophysics Data Modelling
- Geothermal Exploration
- Geothermal Engineering
Current Publication
- Filling-Well: An Effective Technique To Handle Incomplete Well-Log Data For Lithology Classification Using Machine Learning Algorithms ; MethodsX ; 2025
- Spatial Reconstruction of Geological Features Distribution based on Remote Sensing Model using Convolutional Neural Network Algorithm in Patuha Geothermal Field, Indonesia ; Iranian Geophysical Journal ; 2025
- Prediction of Sonic Log Values Using a Gradient Boosting Algorithm in the’AB’Field ; BIO Web of Conferences ; 2025
- Developing Infiltration Model: Random Forest for Micro-Hydro Power Planning ; IOP Conference Series: Earth and Environmental Science ; 2024
- Pengembangan Pakan Ternak: Mesin Cacah Pelet dan Pengembangbiakkan Budidaya Indigofera menuju Pertanian Berkelanjutan ; Sewagati ; 2024
- The Analysis of Permeability Influence on CO2 Plume based on Reservoir Simulation ; IOP Conference Series: Earth and Environmental Science ; 2024
- Towards Improving Sustainable Water Management in Geothermal Fields: SVM and RF Land Use Monitoring ; Journal of Human, Earth, and Future ; 2024
- Enhanced Lithology Classification in Well Log Data Using Ensemble Machine Learning Techniques ; IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS) ; 2024
- The Implementation of a Deep Neural Network (DNN) Approach in a Case Study Predicting the Distribution of Carbon Dioxide (CO2) Gas Saturation ; IOP Conference Series: Earth and Environmental Science ; 2024
- Enhancing Flow Direction in Geothermal Fields Using Sentinel-1 Data for Sustainability Water Management ; BIO Web of Conferences ; 2024
- Sonic Log Prediction Based on Extreme Gradient Boosting (XGBoost) Machine Learning Algorithm by Using Well Log Data ; BIO Web of Conferences ; 2024
- Geological Mapping Optimisation Using Satellite Gravity, Satellite Imagery, and Seismic Shear Velocity (Vs30) to Monitor Lithological Condition in Geothermal Area of Mount ; BIO Web of Conferences ; 2024
- Pembuatan Pupuk Organik Menuju Peningkatan Produktivitas Lahan Pertanian Desa Pandanan Kabupaten Bangkalan ; Sewagati ; 2024
Scientific Organization Membership
- Society of Exploration Geophysicists (SEG)
- Society of Petroleum Engineers (SPE)
- American Association of Petroleum Geologist (AAPG)
- Himpunan Ahli Geofisika Indonesia (HAGI)
- Himpunan Fisika Indonesia (HFI)
