Dynamic response of multi-scale geophysical systems: waves and practical applications

AA Yakovleva, IB Movchan… - … Transactions of the …, 2022 - royalsocietypublishing.org
In this review paper, we discuss the nature of an apparent link between heterogeneities
associated with geological anomalies hidden from direct observation, detected when they …

Unsupervised machine learning and multi-seismic attributes for fault and fracture network interpretation in the Kerry Field, Taranaki Basin, New Zealand

A Ismail, AA Radwan, M Leila… - … and Geophysics for Geo …, 2023 - Springer
Unsupervised machine learning using an unsupervised vector quantization neural network
(UVQ-NN) integrated with meta-geometrical attributes as a novel computation process as …

Facies analysis and distribution of Late Palaeogene deep‐water massive sandstones in submarine‐fan lobes, NW Borneo

M Jamil, NA Siddiqui, M Usman, A Wahid… - Geological …, 2022 - Wiley Online Library
Deep‐water massive sandstones (DWMS) are characterized by large volumes of sand
accumulations which are considered as potential reservoir intervals in deep‐marine …

Cohesive approach for determining porosity and P-impedance in carbonate rocks using seismic attributes and inversion analysis

Y Bashir, NA Siddiqui, DL Morib, AA Babasafari… - Journal of Petroleum …, 2024 - Springer
The assessment of hydrocarbon flow through seismic and well-log data presents a
persistent challenge in determining porosity. The acoustic impedance section provides a …

Reconstruction of subsurface potential hydrocarbon reservoirs through 3D seismic automatic interpretation and attribute analysis

Y Bashir, BD Kemerli, T Yılmaz, M Saral… - … of the Earth, Parts A/B/C, 2024 - Elsevier
Seismic texture is an emerging concept in the field of exploration geophysics that has not
been adequately understood. Despite the recent development of several approaches and …

Facies analysis and sedimentary architecture of hybrid event beds in submarine lobes: Insights from the Crocker Fan, NW Borneo, Malaysia

M Jamil, NA Siddiqui, N Ahmed, M Usman… - Journal of Marine …, 2021 - mdpi.com
Hybrid event beds represent the combined effect of multiple geological processes, which
result in complex depositional geometries and distinct facies distribution in marine …

[PDF][PDF] Artificial intelligence and 3D subsurface interpretation for bright spot and channel detections

Y Bashir, MAAB Zahari, A Karaman, D Doğan… - AIMS …, 2024 - aimspress.com
Artificial intelligence and 3D subsurface interpretation for bright spot and channel detections
Page 1 AIMS Geosciences, 10(4): 662–683. DOI: 10.3934/geosci.2024034 Received: 31 May …

Application of a Pre-Trained CNN Model for Fault Interpretation in the Structurally Complex Browse Basin, Australia

MM Islam, I Babikir, M Elsaadany, S Elkurdy… - Applied Sciences, 2023 - mdpi.com
Fault detection is an important step in subsurface interpretation and reservoir
characterization from 3D seismic images. Due to the numerous and complex fault structures …

Active fault detection based on auxiliary input signal design

J Zhang, L Liu, L Wang, F Yang - IEEE Access, 2023 - ieeexplore.ieee.org
Active fault detection (AFD) is considered an effective incipient failure-detection method. In
this paper, an auxiliary input resonance signal proposal that can detect different incipient …

Faults and fractures detection using a combination of seismic attributes by the MLP and UVQ artificial neural networks in an Iranian oilfield

R Mohammadi, MR Bakhtiari - Petroleum Science and Technology, 2023 - Taylor & Francis
Faults and fractures play a significant role in oilfield drilling operations, hydrocarbon
trapping, and reservoir development. Exploring faults quickly and accurately can help reach …