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Reservoir Engineering and Simulation Methods

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001Filter Before You Solve: A Deterministic-First/Learned-Second Architecture for AI-Driven Portfolio Management with Real-Money Training-Investment CalibrationOpenAlexPaperGeorge Melville, Dena Ghiassi et al.Jun 17
002Comprehensive Learning Fungal Growth Optimizer for Numerical Optimization and Reservoir Production OptimizationOpenAlexPaperMingyang Gong, Zhenyu Song et al.May 27
003Emergent Intelligence for Chaotic Supply Chain Resilience in Contested EnvironmentsOpenAlexPaperDamon JohnMay 15
004Emergent Intelligence for Chaotic Supply Chain Resilience in Contested EnvironmentsOpenAlexPaperDamon JohnMay 15
005A Crisscross-Enhanced Groupers and Moray Eels Optimization Algorithm: Benchmark Test and Production OptimizationOpenAlexPaperYuwei Fan, Zhilin Cheng et al.May 6
006President’s Column: Energizing Tomorrow: SPE and AIOpenAlexPaperJennifer MiskiminsMay 1
007Artificial Intelligence in GST Administration: Scope and ChallengesOpenAlexPaperMoumita BhattacharyaApr 1
008Automatic Detection and Classification of Relevant Events in Oil Wells Using Numerical Derivatives and Rule-Based SegmentationOpenAlexPaperAndressa Silva, Igor de Melo Nery Oliveira et al.Mar 18
009Filling Data Gaps with Operational and Experiential Knowledge from Employees – Opportunities and Challenges for AI-Based SolutionsOpenAlexPaperGünter Müller-Czygan, Viktoriya TarasyukMar 6
010DM-CFO: A Diffusion Model for Compositional 3D Tooth Generation With Collision-Free OptimizationOpenAlexPaperYan Tian, Pengcheng Xue et al.Mar 2
011Comprehensive Learning-Enhanced Educational Competition Optimizer for Numerical Optimization and Reservoir Production OptimizationOpenAlexPaperShuaizhen Li, Jinxiong LuoFeb 3
012A multi-strategy improved marine predator algorithm for large-scale optimizationOpenAlexPaperBao Liu, Wenyao Ren et al.Jan 30
013Stabilization of Cat-State Manifolds Using Nonlinear Reservoir EngineeringOpenAlexPaperIvan Rojkov, Matteo Simoni et al.Jan 27
014Causality-driven feature representation for connectivity predictionOpenAlexPaperSouza Bb, Manuel Castro et al.Jan 15
015A multi-scale temporal convolution and spatio-temporal fusion model for energy consumption anomaly detection in injection and production systemsOpenAlexPaperRui Li, Huixiao LuJan 1
016RIGI: Rectifying Image-to-3D Generation Inconsistency via Uncertainty-Aware LearningOpenAlexPaperJiacheng Wang, Zhedong Zheng et al.Jan 1
017CFIHOS updateOpenAlexPaperNeil McNaughtonDec 28, 2025
018A Knowledge-System-Driven Evolving AI Agent Architecture and its Application in Oil & Gas Exploration and ProductionOpenAlexPaperMan Jiang, Bin Jiang et al.Dec 5, 2025
019On-Device Artificial Intelligence for Image Analysis in Resource-Limited Settings: A ReviewOpenAlexPaperChang Xie, Jai Eun An et al.Dec 1, 2025
020Modeling of High-Sand-Ratio and Low-Connectivity Reservoirs Based on Self-Attention Single-Image Generative Adversarial NetworkOpenAlexPaperXi Luo, Junbang Liu et al.Nov 21, 2025
021Anomaly Detection of Wellbore Data Based on Deep Hyperplane Segmentation of Isolated ForestsOpenAlexPaperZhaonian Liu, Hongyuan Zhang et al.Nov 14, 2025
022Adaptive Graph Learning with Transformer for Multi-Reservoir Inflow PredictionOpenAlexPaperPengfei Hu, Ming Yuan Fan et al.Nov 12, 2025
023Domain Knowledge Leveraged Inductive Transfer Learning on Solving a Regression TaskOpenAlexPaperPallabi SaikiaOct 27, 2025
024Reproducibility Companion Paper: Enhancing Model Interpretability with Local Attribution over Global ExplorationOpenAlexPaperZhiyu Zhu, Zhibo Jin et al.Oct 25, 2025
025Probabilistic Belief Update When Inputs Are Uncertain: The Inverse Problem PerspectiveOpenAlexPaperKarim TabiaOct 21, 2025
026Sigma Flows for Image and Data Labeling and Learning Structured PredictionOpenAlexPaperJonas Cassel, Bastian Boll et al.Oct 18, 2025
027Reservoir Modeling of Well-Seismic Fusion based on Lightweight Generative Adversarial NetworkOpenAlexPaperXu Yang, Shaoqun Dong et al.Oct 17, 2025
028High-Performance AI-Driven Real-Time Risk Analytics for Distributed Financial SystemsOpenAlexPaperGopinath RamisettyOct 16, 2025
029Explainable Bayesian OptimizationOpenAlexPaperTanmay Chakraborty, Christian Wirth et al.Oct 15, 2025
030Interpreting NAS-Optimized Transformer Models for Remaining Useful Life Prediction Using Gradient ExplainerOpenAlexPaperMessaouda Nekkaa, Mohamed Abdouni et al.Oct 15, 2025
031Graph-embedded time-interval-aware transformer for event-driven groundwater level forecastingOpenAlexPaperJian Hua, Xiaoyu Hu et al.Oct 1, 2025
032AORRTC: Almost-Surely Asymptotically Optimal Planning With RRT-ConnectOpenAlexPaperT.D. Wilson, Wil Thomason et al.Sep 29, 2025
033Risking your Tail: Modeling Individual Differences in Risk-sensitive Exploration using Bayes Adaptive Markov Decision ProcessesOpenAlexPaperTingke Shen, Peter DayanSep 26, 2025
034Leveraging Hidden Markov Model with Window Filtering Technique for Unsupervised Facies Detection in Well LogsOpenAlexPaperLundi Kusuma, Alwin DjamaoeddinSep 16, 2025
035Transforming Historical Drilling Data into Strategic Insights with Large Language ModelsOpenAlexPaperGeorgy Peshkov, Yusef Alaas et al.Sep 16, 2025
036Bayesian model updating via streamlined Bayesian active learning cubatureOpenAlexPaperPei-Pei Li, Chao Dang et al.Sep 14, 2025
037OnAIR: Applications of the NASA on‐board artificial intelligence research platformOpenAlexPaperEvana Gizzi, Connor Firth et al.Sep 1, 2025
038A Generative AI-Enhanced Case-Based Reasoning Method for Risk Assessment: Ontology Modeling and Similarity Calculation FrameworkOpenAlexPaperJiayi Sun, Liguo FeiAug 25, 2025
039ChronoMind-TxMU: Real-Time Temporal Imagination Architecture for Sandboxed Multi-Timeline Causal Reasoning, Counterfactual Simulation, and Self-Training in Artificial General Intelligence-AGI SystemsOpenAlexPaperKhan Tahsin AbrarAug 25, 2025
040Certainty and Uncertainty Guided Active Domain AdaptationOpenAlexPaperBardia Safaei, Vibashan VS et al.Aug 18, 2025
041Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoringOpenAlexPaperAndrei Buliga, Chiara Di Francescomarino et al.Aug 6, 2025
042Smarter, Not Harder: Efficient Artificial Intelligence Training With Selective DataOpenAlexPaperAntonio MastropaoloJul 30, 2025
043An Enhanced Grasshopper Optimization Algorithm with Outpost and Multi-Population Mechanisms for Dolomite Lithology PredictionOpenAlexPaperXinya Yu, Parhat ZunuJul 25, 2025
044Online learning to accelerate nonlinear PDE solvers: Applied to multiphase porous media flowOpenAlexPaperVinicius L. S. Silva, Pablo Salinas et al.Jul 23, 2025
045Scientific AI: Toward Recursive Epistemic Agents for Causal Discovery and General IntelligenceOpenAlexPaperBin LiJul 15, 2025
046Classification-Based Linear Surrogate Modeling of Constraints for AL-CMA-ESOpenAlexPaperOskar Girardin, Nikolaus Hansen et al.Jul 8, 2025
047Uncertainty-driven active learning in a deep semi-supervised framework for WCE image classificationOpenAlexPaperP. Muruganantham, Senthil Murugan BalakrishnanJul 7, 2025
048DIM-SUM: Dynamic IMputation for Smart Utility ManagementOpenAlexPaperRyan Hildebrant, Rahul Atul Bhope et al.Jul 1, 2025
049Strategic AI: Iterative Deepening A for Real-Time ChallengesOpenAlexPaperRekha R Nair, S. Kishore et al.Jun 26, 2025
050COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk GuaranteesarXivPaperZhiyuan Wang, Jinruo Duan et al.Jun 25, 2025
051Incorporating AI-Driven Vision Systems to Quantify Learning Curve in EVD PlacementOpenAlexPaperRupert D. Smit, Aria Mahtabfar et al.Jun 24, 2025
052Research on an Automated Cleansing and Function Fitting Method for Well Logging and Drilling DataOpenAlexPaperWei WanJun 14, 2025
053Optimizing Machine Learning Models for Resource-Constrained Environments: A Comprehensive Study of Compression and Quantization Across CIFAR-10, MNIST, and Fashion MNISTOpenAlexPaperPrachi Garg, Avinash Sharma et al.Jun 13, 2025
054ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot LearningOpenAlexPaperHaoyuan Yang, Xiaoou Li et al.Jun 10, 2025
055OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation TriadOpenAlexPaperLuyao Tang, Yuxuan Yuan et al.Jun 10, 2025
056OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset DistillationOpenAlexPaperXiao Cui, Yulei Qin et al.Jun 10, 2025
057Partial differential equations in data scienceOpenAlexPaperAndrea L. Bertozzi, Nadejda Drenska et al.Jun 5, 2025
058FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with GuaranteesarXivPaperHoang T. Nguyen, Priya L. DontiMay 31, 2025
059Reservoir Computing in Real-World Environments: Optimizing the Cost of Offline and Online TrainingOpenAlexPaperMatteo Mendula, Marco Miozzo et al.May 16, 2025
060Demystifying Inferential Models and Confidence Curves: A Fiducial PerspectiveOpenAlexPaperYifan Cui, Jan HannigMay 1, 2025

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