Hermana, Maman

Hermana, Maman

Assoc. Prof. Dr.

Positions

Associate Professor, Geoscience Department , Faculty of Science and Information Technology
Member, Centre for Subsurface Imaging , Institute of Sustainable Energy & Resources

overview

Associate Professor Dr Maman Hermana joined the Geosciences Department, UTP in June 2017. He has teaching and research experience in university more than 17 years. He teaches, Rockphysics and Reservoir Characterization and Modeling. His research interest includes hydrocarbon prediction, Seismic inversion, and Reservoir characterization and geothermal.

member of

Geoscience Department

selected publications

academic article
- Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning. Earth Science Informatics. 17:1315-1327. 2024
- A New Robust Weak Supervision Deep Learning Approach for Reservoir Properties Prediction in Malaysian Basin Field. Applied Sciences. 13:9025. 2023
- Adopting Signal Processing Technique for Osteoporosis Detection Based on CT Scan Image. Applied Sciences. 13:5094. 2023
- Epistemic Uncertainty and Model Transparency in Rock Facies Classification Using Monte Carlo Dropout Deep Learning. IEEE Access. 11:89349-89358. 2023
- Understanding the Mechanisms of Earth Fissuring for Hazard Mitigation in Najran, Saudi Arabia. Sustainability. 15:6006. 2023
- Characterizing the subsea Pleistocene fluvial system of the Sunda shelf, offshore Malaysia, using multiattribute corendering and self-organizing maps. Interpretation. 10:T291-T304. 2022
- Depositional environment characterization in deltaic system by utilizing core, well log and seismic attribute data, Northern Malay Basin. IOP Conference Series: Earth and Environmental Science. 1003:012013. 2022
- Discriminating seismic amplitude pitfall by low saturation gas using controlled-source electromagnetic technology. IOP Conference Series: Earth and Environmental Science. 1003:012003. 2022
- Estimation of porosity from well logs and seismic using artificial neural network. IOP Conference Series: Earth and Environmental Science. 1003:012017. 2022
- Geostatistical Inversion of Spectrally Broadened Seismic Data for Re-Evaluation of Oil Reservoir Continuity in Inas Field, Offshore Malay Basin. Journal of Marine Science and Engineering. 10:727. 2022
- Harmonic Extrapolation of Seismic Reflectivity Spectrum for Resolution Enhancement: An Insight from Inas Field, Offshore Malay Basin. Applied Sciences. 12:5453. 2022
- Optimization of Amplitude Versus Offset Attributes for Lithology and Hydrocarbon Indicators Using Recurrent Neural Network. Natural Resources Research. 31:2505-2522. 2022
- Pay Zone Determination Using Enhanced Workflow and Neural Network. Applied Sciences. 12:2234. 2022
- Reducing the risk of low saturation gas using controlled-source electromagnetic (CSEM) in K-Field, Central Luconia: a forward modeling case study. IOP Conference Series: Earth and Environmental Science. 1003:012045. 2022
- Uncertainty Quantification in Classifying Complex Geological Facies Using Bayesian Deep Learning. IEEE Access. 10:113767-113777. 2022
- Lithology prediction using well logs: A granular computing approach. International Journal of Innovative Computing, Information and Control. 17:225-244. 2021
- A New Method To Estimate Resistivity Distribution Of Shaly Sand Reservoirs Using New Seismic Attributes. Bulletin Of The Geological Society Of Malaysia. 71:149-157. 2021
- Biomarker characteristics of Montney source rock, British Columbia, Canada. Heliyon. 7:e08395. 2021
- Geomorphological Geometries and High-Resolution Seismic Sequence Stratigraphy of Malay Basin’s Fluvial Succession. Applied Sciences. 11:5156. 2021
- Integration of seismic methods and 3D basin modeling approach for improved predrill pore pressure prediction: an example from Malay Basin, Malaysia. Arabian Journal of Geosciences. 14:1924. 2021
- Predicting the maturity and organic richness using artificial neural networks (ANNs): A case study of Montney Formation, NE British Columbia, Canada. Alexandria Engineering Journal. 60:3253-3264. 2021
- Reservoir Characterisation of High-Pressure, High-Temperature Zone of Malay Basin Using Seismic Inversion and Artificial Neural Network Approach. Applied Sciences. 11:10248. 2021
- Seismic Sequence Stratigraphic Sub-Division Using Well Logs and Seismic Data of Taranaki Basin, New Zealand. Applied Sciences. 11:1226. 2021
- Statistical Modelling for the Source Rock Parameters of the Montney Formation, NE British Columbia, Canada. Applied Sciences. 12:267. 2021
- Structural characteristics of transtensional fault system and its implication for hydrocarbon accumulation in S Block, South Asia area. TURKISH JOURNAL OF EARTH SCIENCES. 30:899-915. 2021
- Application of seismic attributes to delineate the geological features of the Malay Basin. Bulletin Of The Geological Society Of Malaysia. 69:97-110. 2020
- Machine Learning in Electrofacies Classification and Subsurface Lithology Interpretation: A Rough Set Theory Approach. Applied Sciences. 10:5940. 2020
- New AVO Attributes and Their Applications for Facies and Hydrocarbon Prediction: A Case Study from the Northern Malay Basin. Applied Sciences. 10:7786. 2020
- Supervised Machine Learning in Electrofacies Classification: A Rough Set Theory Approach. Journal of Physics: Conference Series. 1529:052048. 2020
- Density estimation based on the Hounsfield unit value of cone beam computed tomography imaging of the jawbone system. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 232:1168-1175. 2018
- Feasibility Study of SQp and SQs Attributes Application for Facies Classification. Geosciences. 8:10. 2018
- Integrated Study of Lithofacies Identification—A Case Study in X Field, Sabah, Malaysia. Geosciences. 8:75. 2018
- Application of FK Filtering for Coherent Noise Removal in High Frequency Shallow Marine Data. IOP Conference Series: Earth and Environmental Science. 88:012010. 2017
- Discriminating lithology and pore fill in hydrocarbon prediction from seismic elastic inversion using absorption attributes. The Leading Edge. 36:902-909. 2017
- Reducing Uncertainties in Hydrocarbon Prediction through Application of Elastic Domain. IOP Conference Series: Earth and Environmental Science. 88:012004. 2017
- Study Of Rock Physics And Seismic Attributes Of Hydrocarbon Reservoirs In Sabah Basin. IOP Conference Series: Earth and Environmental Science. 88:012009. 2017
- Elastic and Electrical Properties Evaluation of Low Resistivity Pays in Malay Basin Clastics Reservoirs. IOP Conference Series: Earth and Environmental Science. 38:012004. 2016
- Improving Thin Bed Identification in Sarawak Basin Field using Short Time Fourier Transform Half Cepstrum (STFTHC) method. IOP Conference Series: Earth and Environmental Science. 30:012003. 2016
- The Attribute for Hydrocarbon Prediction Based on Attenuation. IOP Conference Series: Earth and Environmental Science. 19:012005. 2014
conference paper

education and training

Ph.D. 2015
2002

full name

Maman Hermana

primary email

maman.hermana@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

maman.hermana@utp.edu.my

Websites