Article

Rahma Putra, M.H. and Hermana, M. and Yogi, I.B.S. and Hossain, T.M. and Abdurrachman, M.F. and Kadir, S.J.A. (2024) Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning. Earth Science Informatics, 17 (2). pp. 1315-1327.

Genisa, M. and Abdullah, J.Y. and Yusoff, B.M.D. and Arief, E.M. and Hermana, M. and Utomo, C.P. (2023) Adopting Signal Processing Technique for Osteoporosis Detection Based on CT Scan Image. Applied Sciences (Switzerland), 13 (8).

Haque, A.E. and Siddiqui, N.A. and Hermana, M. and Olutoki, J.O.-W. (2023) Determining the Optimum Drilling Spots using Geomodeling for Multilayered Reser-voirs, Taranaki Basin, New Zealand. Petroleum and Coal, 65 (2). pp. 449-457. ISSN 13377027

Hossain, T.M. and Hermana, M. and Abdulkadir, S.J. (2023) Epistemic Uncertainty and Model Transparency in Rock Facies Classification Using Monte Carlo Dropout Deep Learning. IEEE Access, 11. pp. 89349-89358. ISSN 21693536

Ahmad Fuad, M.I. and Hermana, M. and Jaya, M.S. and Ishak, M.A. (2023) A New Robust Weak Supervision Deep Learning Approach for Reservoir Properties Prediction in Malaysian Basin Field. Applied Sciences (Switzerland), 13 (15).

Alsaiari, M. and Nwafor, B.O. and Hermana, M. and Hassan H. M, A.M. and Irfan, M. (2023) Understanding the Mechanisms of Earth Fissuring for Hazard Mitigation in Najran, Saudi Arabia. Sustainability (Switzerland), 15 (7).

Yazmyradova, G. and Hermana, M. and Soleimani, H. and Sivabalan, V. (2022) A Bird�s Eye View on the Applications of Neural Networks in Reservoir Characterization. Petroleum and Coal, 64 (2). pp. 228-242. ISSN 13377027

Babikir, I. and Salim, A.M.A. and Hermana, M. and Latiff, A.H.A. and Al-Masgari, A.A.-S. (2022) Characterizing the subsea Pleistocene fluvial system of the Sunda shelf, offshore Malaysia, using multiattribute corendering and self-organizing maps. Interpretation, 10 (2). ISSN 23248858

Nwafor, B.O. and Hermana, M. and Elsaadany, M. (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 (6). ISSN 20771312

Nwafor, B.O. and Hermana, M. (2022) Harmonic Extrapolation of Seismic Reflectivity Spectrum for Resolution Enhancement: An Insight from Inas Field, Offshore Malay Basin. Applied Sciences (Switzerland), 12 (11). ISSN 20763417

Refael, R. and Hermana, M. and Hossain, T.M. (2022) Optimization of Amplitude Versus Offset Attributes for Lithology and Hydrocarbon Indicators Using Recurrent Neural Network. Natural Resources Research, 31 (5). pp. 2505-2522. ISSN 15207439

Syahputra, L.A. and Hermana, M. and Satti, I. (2022) Pay Zone Determination Using Enhanced Workflow and Neural Network. Applied Sciences (Switzerland), 12 (4). ISSN 20763417

Barham, A. and Ismail, M.S. and Hermana, M. (2022) Statistical modelling for the source rock parameters of the montney formation, ne british columbia, canada. Applied Sciences (Switzerland), 12 (1). ISSN 20763417

Hossain, T.M. and Hermana, M. and Jaya, M.S. and Sakai, H. and Abdulkadir, S.J. (2022) Uncertainty Quantification in Classifying Complex Geological Facies Using Bayesian Deep Learning. IEEE Access, 10. pp. 113767-113777. ISSN 21693536

Barham, A. and Ismail, M.S. and Hermana, M. and Zainal Abidin, N.S. (2021) Biomarker characteristics of Montney source rock, British Columbia, Canada. Heliyon, 7 (11). ISSN 24058440

Al-Masgari, A.A.-S. and Elsaadany, M. and Rahman, A.H.B.A. and Hermana, M. and Latiff, A.H.A. and Babikir, I. and Adeleke, T.O. and Imran, Q.S. and Appiah, N. (2021) A GUIDELINE FOR SEISMIC SEQUENCE STRATIGRAPHY INTERPRETATION. ARPN Journal of Engineering and Applied Sciences, 16 (2). pp. 165-183. ISSN 18196608

Al-Masgari, A.A. and Elsaadany, M. and Siddiqui, N.A. and Abdul Latiff, A.H. and Bakar, A.A. and Elkurdy, S. and Hermana, M. and Babikir, I. and Imran, Q.S. and Adeleke, T. (2021) Geomorphological geometries and high-resolution seismic sequence stratigraphy of malay basin�s fluvial succession. Applied Sciences (Switzerland), 11 (11). ISSN 20763417

Satti, I.A. and Farooq, M. and Hermana, M. (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 (18). ISSN 18667511

Hossain, T.M. and Watada, J. and Aziz, I.A. and Hermana, M. and Meraj, S.T. and Sakai, H. (2021) Lithology prediction using well logs: A granular computing approach. International Journal of Innovative Computing, Information and Control, 17 (1). pp. 225-244. ISSN 13494198

Barham, A. and Ismail, M.S. and Hermana, M. and Padmanabhan, E. and Baashar, Y. and Sabir, O. (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 (3). pp. 3253-3264. ISSN 11100168

Yazmyradova, G. and Hassan, N.N.A.A.N.M. and Salleh, N.F. and Hermana, M. and Soleimani, H. (2021) Reservoir characterisation of high-pressure, high-temperature zone of malay basin using seismic inversion and artificial neural network approach. Applied Sciences (Switzerland), 11 (21). ISSN 20763417

Al-Masgari, A.A.-S. and Elsaadany, M. and Latiff, A.H.A. and Hermana, M. and Hamzah, U.B. and Babikir, I. and Adeleke, T. and Imran, Q.S. and Al-Bared, M.A.M. (2021) Seismic sequence stratigraphic sub-division using well logs and seismic data of Taranaki Basin, New Zealand. Applied Sciences (Switzerland), 11 (3). pp. 1-21. ISSN 20763417

Dong, Y. and Satti, I. and Hermana, M. and Chen, X. (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 (7). pp. 899-915. ISSN 13000985

Salleh, N.F. and Hermana, M. and Ghosh, D.P. (2021) A new method to estimate resistivity distribution of shaly sand reservoirs using new seismic attributes. Bulletin of the Geological Society of Malaysia, 71. pp. 149-157. ISSN 01266187

Almasgari, A.A. and Elsaadany, M. and Latiff, A.H.A. and Hermana, M. and Rahman, A.H.B.A. and Babikir, I. and Imran, Q.S. and Appiah, N.F. and Adeleke, T.O. (2020) Application of seismic attributes to delineate the geological features of the malay basin. Bulletin of the Geological Society of Malaysia, 69. pp. 97-110. ISSN 01266187

Hossain, T.M. and Watada, J. and Aziz, I.A. and Hermana, M. (2020) Machine learning in electrofacies classification and subsurface lithology interpretation: A rough set theory approach. Applied Sciences (Switzerland), 10 (17). ISSN 20763417

Ridwan, T.K. and Hermana, M. and Lubis, L.A. and Riyadi, Z.A. (2020) New avo attributes and their applications for facies and hydrocarbon prediction: A case study from the northern malay basin. Applied Sciences (Switzerland), 10 (21). pp. 1-17. ISSN 20763417

Genisa, M. and Shuib, S. and Rajion, Z.A. and Arief, E.M. and Hermana, M. (2018) 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 (12). pp. 1168-1175. ISSN 09544119

Hermana, M. and Ngui, J.Q. and Sum, C.W. and Ghosh, D.P. (2018) Feasibility study of SQp and SQs attributes application for facies classification. Geosciences (Switzerland), 8 (1). ISSN 20763263

Ngui, J.Q. and Hermana, M. and Ghosh, D.P. and Yusoff, W.I.W. (2018) Integrated study of lithofacies identification�a case study in X field, Sabah, Malaysia. Geosciences (Switzerland), 8 (2). ISSN 20763263

Hermana, M. and Ghosh, D.P. and Sum, C.W. (2017) Discriminating lithology and pore fill in hydrocarbon prediction from seismic elastic inversion using absorption attributes. Leading Edge, 36 (11). pp. 902-909. ISSN 1070485X

Hermana, M. and Azhar, H.H.B.M. and Harith, Z.Z.T. (2012) A new algorithm to estimate attenuation using frequency shift methods. Sains Malaysiana, 41 (8). pp. 953-959. ISSN 01266039

Conference or Workshop Item

Babikir, I. and Elsaadany, M. and Hermana, M. and Latiff, A.H.A. and Al-Masgari, A.A. (2022) ATTRIBUTE-ASSISTED IDENTIFICATION OF CARBONATE SEISMIC FACIES IN THE DANGEROUS GROUNDS REGION, DEEPWATER SABAH, MALAYSIA. In: UNSPECIFIED.

Kamilah, T. and Hermana, M. and Almanna, L. and Mokhtar, S.S.S. and Yunginger, R. (2022) Depositional environment characterization in deltaic system by utilizing core, well log and seismic attribute data, Northern Malay Basin. In: UNSPECIFIED.

Salleh, N.F. and Hermana, M. and Basit, A.S.A. (2022) Discriminating seismic amplitude pitfall by low saturation gas using controlled-source electromagnetic technology. In: UNSPECIFIED.

Yazmyradova, G. and Hermana, M. and Soleimani, H. (2022) Estimation of porosity from well logs and seismic using artificial neural network. In: UNSPECIFIED.

Babikir, I. and Elsaadany, M. and Hermana, M. and Latiff, A.H.A. and Sajid, M. and Laudon, C. (2022) Feature selection for seismic facies classification of a fluvial reservoir: pushing the limits of spectral decomposition beyond the routine red-green-blue color blend. In: UNSPECIFIED.

Salleh, N.F. and Hermana, M. and Mohd Hassan, N.N.A.A.N. (2022) Reducing the risk of low saturation gas using controlled-source electromagnetic (CSEM) in K-Field, Central Luconia: a forward modeling case study. In: UNSPECIFIED.

Rezaei, S. and Ghosh, D.P. and Babasafari, A.A. and Hermana, M. and Sambo, C. (2020) Monitoring water saturation changes using new seismic attribute in a 4D seismic study: An example in malaysian field. In: UNSPECIFIED.

Babikir, I. and Salim, A. and Hermana, M. and Latiff, A.H.A. and Almasgari, A. (2020) Multiattribute analysis of a pleistocene fluvial system using RGB color blending and self-organizing maps. In: UNSPECIFIED.

Bashir, Y. and Mousavi Alashloo, S.Y. and Abdul Latiff, A.H. and Mahgoub, M. and Hermana, M. and Ghosh, D. (2020) Seismic wave features in anisotropic modeling and effects in imaging complex subsurface structure. In: UNSPECIFIED.

Hossain, T.M. and Wataada, J. and Hermana, M. and Aziz, I.A. (2020) Supervised Machine Learning in Electrofacies Classification: A Rough Set Theory Approach. In: UNSPECIFIED.

Hasan, K.A. and Lubis, L.A. and Hermana, M. and Latiff, A.H.A. (2020) The feasibility of resistivity responses as fluid monitoring controlled system in conventional reservoir-hydrocarbon production. In: UNSPECIFIED.

Ratnam, T.C. and Ghosh, D.P. and Negash, B.M. and Hermana, M. and Ishikura, K. (2019) Facies modeling and property distribution with based on new seismic attributes. In: UNSPECIFIED.

Lew, C.L. and Hermana, M. and Ghosh, D.P. (2019) Improvised approach using SQP-SQS attributes for hydrocarbon prediction: A field case study in Malay basin. In: UNSPECIFIED.

Bashir, Y. and Latif, A.H.A. and Rezaei, S. and Mahgoub, M. and Alashloo, S.Y.M. and Hermana, M. and Ghosh, D.P. and Sum, C.W. (2019) Seismic diffraction imaging in laterally varying velocity media for frequency bandwidth expansion - Application in carbonate field Sarawak, Malaysia. In: UNSPECIFIED.

Luluan, L. and Hermana, M. and Ghosh, D. and Weng Sum, C. (2019) Uncertainty analysis in elastic and electrical properties of hydrocarbon reservoir: Pitfalls and propose solutions. In: UNSPECIFIED.

Danaei, S. and Hermana, M. and Ghosh, D.P. (2018) 4D seismic qualitative interpretation for water injection monitoring: Case study in Southeast Asia. In: UNSPECIFIED.

Sambo, C.H. and Hermana, M. and Babasari, A. and Janjuhah, H.T. and Ghosh, D.P. (2018) Application of artificial intelligence methods for predicting water saturation from new seismic attributes. In: UNSPECIFIED.

Wei Yi, L. and Hamidi, R. and Ghosh, D. and Hermana, M. and Soleimani, H. and Musa, M.H. (2018) Application of empirical wavelet transform in coherent noise attenuation in high frequency marine seismic data. In: UNSPECIFIED.

Liu, C. and Ishikura, K. and Hermana, M. and Sum, C.W. and Ghosh, D.P. (2018) Applications of hydrocarbon prediction in Malaysian offshore using a new attribute in place of conventional AVO fluid factor. In: UNSPECIFIED.

Lew, C.L. and Hermana, M. and Ghosh, D.P. (2018) Improvised Approach Using SQp-SQs Attributes for Hydrocarbon Prediction: A Field Case Study in Malay Basin. In: UNSPECIFIED.

Hossain, T.M. and Watada, J. and Hermana, M. and Shukri, S.R.B.M. and Sakai, H. (2018) A Rough Set Based Rule Induction Approach to Geoscience Data. In: UNSPECIFIED.

Danaei, S. and Hermana, M. and Ghosh, D.P. (2017) 4D seismic reservoir surveillance for a field located in Malaysian basins using different time-lapse seismic attributes. In: UNSPECIFIED.

Shamsuddin, S.Z. and Hermana, M. and Ghosh, D.P. and Salim, A.M.A. (2017) Reducing Uncertainties in Hydrocarbon Prediction through Application of Elastic Domain. In: UNSPECIFIED.

Anak Penguang, A.S. and Lubis, L.A. and Hermana, M. and Ghosh, D.P. (2017) Study of Rock Physics and Seismic Attributes of Hydrocarbon Reservoirs in Sabah Basin. In: UNSPECIFIED.

Lubis, L.A. and Ghosh, D.P. and Hermana, M. (2016) Elastic and Electrical Properties Evaluation of Low Resistivity Pays in Malay Basin Clastics Reservoirs. In: UNSPECIFIED.

Nizarul, O. and Hermana, M. and Bashir, Y. and Ghosh, D.P. (2016) Improving Thin Bed Identification in Sarawak Basin Field using Short Time Fourier Transform Half Cepstrum (STFTHC) method. In: UNSPECIFIED.

Hermana, M. and Ghosh, D.P. and Sum, C.W. (2016) New fluid and lithology indicator from seismic and rock physics: Malaysian offshore case study. In: UNSPECIFIED.

Hermana, M. and Lubis, L.A. and Ghosh, D.P. and Sum, C.W. (2016) New rock physics template for better hydrocarbon prediction. In: UNSPECIFIED.

Hermana, M. and Ghosh, D.P. and Sum, C.W. (2016) Optimizing the lithology and pore fluid separation using attenuation attributes. In: UNSPECIFIED.

Danaei, S. and Hermana, M. and Rafek, A.G. and Ghosh, D. (2016) Time-lapse seismic feasibility modelling and AVO sensitivity analysis for quantification of pressure-saturation effects in fields located in Malaysian basins. In: UNSPECIFIED.

Hermana, M. (2014) Water saturation prediction from inverted pre-stack seismic data using empirical approximation. In: UNSPECIFIED.

Hermana, M. and Harith, Z.Z.T. and Sum, C.W. and Ghosh, D.P. (2014) The attribute for hydrocarbon prediction based on attenuation. In: UNSPECIFIED.

Ghosh, D.P. and Hermana, M. and Harith, Z.Z.T. and Sum, C.W. (2013) The feasibility of Qp/Qs as hydrocarbon indicator in Malay basin field. In: UNSPECIFIED.