Gas seepage in marginal structures as shallow and deep hydrocarbon systems indicator (by FR scanning data) -- The role of the LVZ and of increased seismicity in the localization of abiogeneous HC in the crystalline crucial coast of ZAKARPATYA) -- Precambrian Mid-Continent Rift potential for hosting numerous helium accumulations -- Coal Bed Methane Production from the Desmoinesian and Atokan age rocks and their relationship to structure and geologic history of the Forest City and Cherokee Basin -- Geophysical research and monitoring within the framework of a block layered model with inclusions of a hierarchical structure / Olga Hachay and Khachay Andrey -- A review on shear wave velocity estimation methods -- Geomechanics in Petroleum exploration, development and energy transition -- Size Scaling and Spatial Clustering of Natural Fracture Networks Using Fractal Analysis -- Application of Seismic Attributes on Digital Elevation Model: Fractures Detection and Reservoir Implication -- Structural analysis and fracture kinematics using seismic 2D and geological maps -- A New Method for Reservoir Fracture Characterization and Modeling using Surface Analog -- An integrated workflow for multiscale fracture analysis in reservoir analog -- Exploring the Depths: Satellite Image Processing and AI in the Oil and Gas Industry -- Modern AI Usage in Oil and Gas Industry for Reservoir Characterization and Lithofacies Forecasting (rock typing) -- Logging-data-driven fluids prediction in clastic reservoir based on fractal attributes and machine learning method -- Unlocking Deeper Insights: Using Machine Learning to Predict Dynamic Shear Wave Slowness from Well Logs -- Energy Transition and the Role of AI: Statistics, Trends, and Implications / Said Gaci, Hasna Yazid and Aziz Khelalef -- On the importance of integrating geomodelling in Geothermal studies / Mohamed Amrouche -- Technological Advancements and Challenges of geothermal reservoirs development / Ghoulem Ifrene, Singh Kuldeep, and William Gosnold -- Reservoir Characterization and Multiscale Mineralogical, Geomechanical, and Petrophysical Analyses of a CO2 Storage Aquifer: Application for CCS Projects in North Dakota / Aimen Laalam, Ahmed Merzoug, and Hichem Aymen Katib Chellal -- Geological Carbon Sequestration -- Caveats and Pitfalls / Steven A. Tedesco.