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Jun 29 013 Automated recognition of Meso-Cenozoic foraminifera from Senegalese sedimentary deposits using convolutional neural networks Semantic Scholar Paper Malick Thiam, Sonia Chaabane et al. Jun 26 014 A convolutional neural network surrogate for hierarchical homogenization: fast elastic moduli prediction of digital rocks arXiv Paper Hanfeng Zhai, R. Ahmad et al. Jun 24 015 Bayesian three-dimensional seismic travel-time tomography for active- and passive-source seismic data using physics-informed neural network arXiv Paper R. Agata, Kazuya Shiraishi et al. Jun 19 016 An optimization-driven hierarchical deep learning approach using the Gray Langurs algorithm for data-driven seismic activity prediction Semantic Scholar Paper Mahmoud Shabrawy, E. M. El-Kenawy et al. Jun 17 017 Contrastive Learning for Seismic Horizon Tracking with Domain-Specific Priors arXiv Paper Alexandre Thouvenot, L. Boillot et al. Jun 15 018 Clay-CNN Hybrids: Leveraging Geospatial Foundation Models as Auxiliary Context for Landslide Detection arXiv Paper H. Vu Jun 12 019 Decoupled Latent Optimization of Diffusion Models for Full Waveform Inversion arXiv Paper Chen Min, Zheng Ma Jun 12 020 Deep Learning in Seismic Interpretation: Federated Advances in Salt Dome Segmentation arXiv Paper M. Mehdi, Muhammad Zaid et al. Jun 12 021 Improving Lunar Topography with Deep Learning Schrödinger Bridges arXiv Paper Matthew Repasky, E. Mazarico et al. Jun 12 022 Breaking the bottleneck: self-supervised deep learning framework for fully automated fossil CT segmentation Semantic Scholar Paper Arindam Roy, Poulami Ghosh et al. Jun 11 023 Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques arXiv Paper G. D. Federico, W. Teng et al. Jun 9 024 Log-driven seismic deformation anomaly detection based on automatic log annotation and deep learning Semantic Scholar Paper Jun Wang, Weiyu Ma et al. Jun 9 025 Artificial Intelligence for Subsurface Imaging Understanding: A Decade Review of Challenges, Methods, Benchmarks, and Outlook arXiv Paper Yimin Dou, Xinming Wu et al. Jun 8 026 Metaheuristic-optimized machine learning framework for remote sensing-based alteration mapping of porphyry copper systems. Semantic Scholar Paper Mahnaz Mahboobi, H. Katibeh et al. Jun 7 027 A Comparative Study of Deep Learning Models for Geological Carbon Sequestration arXiv Paper Giovanni Zingaro, R. Gracie et al. Jun 5 028 Correction: X-Min Learn: machine learning-powered mineral identification from X-ray maps data Semantic Scholar Paper A. D'Agostino, G. Ortolano et al. Jun 5 029 A novel reasoning random forest imputation algorithm for recovering incomplete datasets in geological hazard prediction Semantic Scholar Paper Jiahao Sun, Di-yuan Li et al. Jun 4 030 Reconstructing deep landslide shear deformation from sparse FBG data using spatially adaptive Fourier physics-informed neural networks Semantic Scholar Paper L. Liang, Hongbo Wei Jun 4 031 Data-Driven Forecasting of three-Component Seismograms Using Transformer Architectures arXiv Paper W. Esmail, Stuart Russell et al. Jun 1 032 Digital Rock Physics: The Use of K-Means and Fuzzy C-Means Clustering Algorithm in Machine Learning for Mineral and Pore Segmentation and Porosity Estimation from CT Scan Data of Sandstone Samples Semantic Scholar Paper M. D. Izdihar, Fatkhan et al. Jun 1 033 Extrapolating rock physicochemical properties from discrete sample data using computer vision Semantic Scholar Paper Lewis J. C. Grant, Jennifer Lington et al. Jun 1 034 From semi-quantitative grading to continuous quantification: High-resolution characterization of bioturbation intensity in carbonate cores via deep learning Semantic Scholar Paper Jia-Kang He, Bi-Bo Lu et al. Jun 1 035 Research on transparent working face based on dynamic interpretation technology of three-dimensional seismic data Semantic Scholar Paper Wei Li, Lei Zhao et al. Jun 1 036 Unsupervised machine learning for pore and mineral identification of CT-scan images: digital rock image analysis in deep water reservoir Semantic Scholar Paper A. Simanjuntak, Fatkhan et al. Jun 1 037 Korzhinskii-Net: Physics-Informed Neural Network for Sub-Surface Mineral Prospectivity Modelling arXiv Paper Boris Kriuk May 31 038 Lithology-driven machine and deep learning modelling for porosity prediction in shale reservoir systems using well logging data Semantic Scholar Paper Shaukat Khan, Zhishui Liu et al. May 30 039 From Short Histories to Long Futures: Horizon-Aware Graph Neural Networks for Long Horizon Forecasting arXiv Paper Zesheng Liu, Maryam Rahnemoonfar May 28 040 A Web-Based Information System for Ornamental Rock Classification and Similarity Search Using Siamese Networks Semantic Scholar Paper Carlos Henrique Costa Matos, Hilario Seibel Junior et al. May 25 041 Environmental geochemistry and quality assessment of springs water in the Sikkim Himalaya: an entropy-weighted & machine learning approach Semantic Scholar Paper S. Yadav, A. Misra et al. May 25 042 Fault detection in seismic data using a true 3D global attention convolutional network with self-supervised denoising pretext training. Semantic Scholar Paper M. Mahzad, Majid Bagheri May 25 043 Geo-Expert: Towards Expert-Level Geological Reasoning via Parameter-Efficient Fine-Tuning arXiv Paper Chenyou Guo, Zongqi Liu et al. May 24 044 A multi-dimensional modified deep learning framework for predicting potential creep-type landslides based on geological data Semantic Scholar Paper Yue Liu, Peihua Xu et al. May 23 045 X-Min Learn: machine learning-powered mineral identification from X-ray maps data Semantic Scholar Paper A. D'Agostino, G. Ortolano et al. May 22 046 Resolving the carbon sink from global carbonate weathering and its environmental controls using a global synthesis of rock tablet data and machine learning Semantic Scholar Paper Weihua Tang, K. Krklec et al. May 21 047 Space-Air-Ground Integrated Intelligent Monitoring System for Geological Hazards Based on Multi-Source Information Fusion Technology Semantic Scholar Paper Sijing Chen, Yunyan Shao et al. May 20 048 HyLiFT: a parameter-efficient hierarchical fusion transformer for imbalanced lithology classification in complex tectonic zones Semantic Scholar Paper Yumin Li, Yangjian Zhang et al. May 18 049 Deep learning 3D inversion of gravity data at volcanic seamounts: An example of Conception Bank volcano (Canary Islands) Semantic Scholar Paper Naeim Mousavi, Nastaran Moosavi May 16 050 In-context learning enables continental-scale subsurface temperature prediction from sparse local observations arXiv Paper Dan O'Malley, Christopher W. Johnson et al. May 15 051 Adapting general representations of pretrained vision foundation models to seismic understanding. Semantic Scholar Paper Zhengfa Bi, Xinming Wu et al. May 12 052 Earth Science Foundation Models: From Perception to Reasoning and Discovery arXiv Paper Xiangyu Zhao, Bo Liu et al. May 9 053 Comparative efficacy of supervised and semi-supervised machine learning classifiers for energy-based discrimination of near-fault pulse-type ground motion Semantic Scholar Paper Sayed S. R. Moustafa, M. S. Soliman et al. May 7 054 Integrated geophysical, geological, and machine learning approach for structural characterization of the Balakot-Bagh fault zone associated with the 2005 Mw 7.6 Kashmir earthquake Semantic Scholar Paper Shahab Noor, Muhammad Younis Khan et al. May 7 055 A rock-type object detection method for petroleum exploration incorporating a hybrid aggregation network Semantic Scholar Paper Yilang Jin, Ziyi Jin et al. May 1 056 Generation of random geological models using multi-randomization for machine learning Semantic Scholar Paper Kai Gao, Ting Chen May 1 057 GraphRAG and LLM-driven semantic exploration of critical mineral data Semantic Scholar Paper A. Davarpanah, H. Babaie et al. May 1 058 History matching under uncertainty of geological scenarios with implicit geological realism control with generative deep learning and graph convolutions Semantic Scholar Paper G. Shishaev, V. Demyanov et al. May 1 059 Integrating TRIGRS-based physical labels with stacking deep learning for landslide susceptibility prediction Semantic Scholar Paper Qian Zhang, Shujie Cao et al. May 1 060 Leveraging artificial intelligence for real-time optimization of drilling parameters in complex geological formations Semantic Scholar Paper B. Ratov, O. Pashchenko et al. May 1