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Keywords: natural language
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Proceedings Papers
Digital Dexterity: Building Capabilities in the Era of AI
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222277-MS
... and better decision-making [ 3 ] artificial intelligence knowledge management innovation training program natural language digital dexterity efficiency platform employee deep learning machine learning digital dexterity initiative citizen developer data mining digital transformation...
Proceedings Papers
Generative AI and Large Language Model Assisted Causal Discovery and Inference for Driving Process Improvements
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221872-MS
... of the specific process. Thus, data analysis must be augmented with significant inputs from experts. Causal Inference provides a conceptual framework and tools for doing such analysis. Introduction deep learning machine learning alarm rate artificial intelligence llm information natural language...
Proceedings Papers
Rapid Mass Level Organizational AI Sensitization and Skill Development Using No Code AI Tool
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222844-MS
... implementation throughout organizations. Recent, introduction of generative AI into this technology provides personalized learning experience based on employee’s domain expertise. machine learning natural language no-code ai technology prediction ai solution rate 1 no-code ai tool artificial...
Proceedings Papers
Enhancing Engineering Document Analysis Through Structured Data Mapping
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221950-MS
... inconsistency that is usually overlooked in the traditional review process. A faster review process achieved through common understanding between reviewers, resulting in a subjective time reduction (average 10% improvement) while enhancing quality. Our method leverages advanced natural language...
Proceedings Papers
Using Generative AI to Build a Reservoir Simulation Assistant
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221987-MS
... technology and operator companies in the oil and gas industry, which ensures the novelty of this paper and the foreseen benefits of publishing it to the community. artificial intelligence deep learning natural language large language model modeling & simulation machine learning reservoir...
Proceedings Papers
Retrieving Operation Insights with GenAI LLM: Comparative Analysis and Workflow Enhancement
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222023-MS
... attracted increasing research attention. Large language models are deep learning models designed to understand and generate natural language. They are characterized by their large size, including a large number of parameters and large training datasets, and their excellent learning ability ( Chen et al...
Proceedings Papers
AI-Enabled Annexure Parsing for Oil & Gas Project Exhibits
Available to PurchaseAnwar Ali Mohamed, Azharuddin Mohammed, Shah Saud, Anjana Kavassery Veedu, Syed Nizamuddin Zubair, Amal Salem Al Sayari
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222187-MS
... management, benefiting all stakeholders involved. deep learning natural language artificial intelligence chatbot information application strategic planning and management machine learning streamlit application project exhibit document oil & gas industry retrieval dataiku project...
Proceedings Papers
A Multi Modal Geologist Copilot GeoCopilot: Generative AI with Reality Augmented Generation for Automated and Explained Lithology Interpretation While Drilling
Available to PurchaseM. V. G. Jacinto, L. H. L. de Oliveira, T. C. Rodrigues, G. C. de Medeiros, D. R. Medeiros, M. A. Silva, L. C. de Montalvão, M. Gonzalez, R. V. de Almeida
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221864-MS
... machines (SVM). geologist lithology structural geology rock type drilling data acquisition machine learning drilling operation artificial intelligence mudstone clastic rock mudrock natural language reservoir characterization sedimentary rock deep learning chatbot drilling measurement...
Proceedings Papers
Fortifying the Energy Frontier: Overcoming Cybersecurity Challenges in the Oil and Gas Industry Through Resilient Strategies and Innovative Solutions
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222471-MS
... cleansing, data validation, log mining and analysis through natural language processing such as conversational AI assistants powered by large language model (LLM) in the Cloud. big data artificial intelligence data mining natural language architecture customer machine learning operation cloud...
Proceedings Papers
Leveraging Artificial Intelligence for Prioritizing and Streamlining Maintenance Backlogs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222181-MS
... a more efficient and accurate alternative to traditional manual review methods. By integrating natural language processing algorithms, generative AI models, and advanced reliability assessment techniques, the proposed methodology transforms raw data into actionable insights with enhanced pace...
Proceedings Papers
Advancing Geoscience with Multi-Modal AI: A Comprehensive Copilot
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222053-MS
...) through natural language interfaces, while executing complex commands and analyses on multi-modal data, including seismic volumes in SEG-Y format, through integration with 3D visualization software APIs. application geologist artificial intelligence geology geological subdiscipline machine...
Proceedings Papers
Augmented Reality-Driven Reservoir Management Via Generative Ai: Transforming Pore-Scale Fluid Flow Simulation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222865-MS
... complex reservoir systems. simulation deep learning machine learning artificial intelligence reservoir management engineer computational efficiency decision-making experimental data generative ai model ar interface natural language efficiency accuracy pore-scale fluid flow...
Proceedings Papers
Reservoir Characterisation and Rock Type Classification in the Lower Arab Formation (Offshore Abu Dhabi): How to Successfully Integrate Detailed Core Descriptions into Field-Scale Geological Models
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222002-MS
... logging core analysis sedimentary rock sedimentology sedimentary geology log analysis geological subdiscipline tidal flat environment text classification stratigraphy arab formation depositional environment formation geologist rock type artificial intelligence natural language reservoir...
Proceedings Papers
Innovating Oil and Gas Field Operations - Harnessing the Power of Generative Ai for Supporting Workforce Towards Achieving Autonomous Operations
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222046-MS
... language. These models are built upon deep learning architectures, particularly transformer architectures, and are trained on vast amounts of text data from the internet. They have the capability to perform a wide range of natural language processing (NLP) tasks, such as text generation, translation...
Proceedings Papers
Multi-Label Classification of Daily Drill Reports (DDR) Utilizing Large Language Models (LLMs)
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221870-MS
... drilling operations, leveraging the present condition of wells. drilling operation machine learning artificial intelligence large language model deep learning accuracy llm ddr extraction traditional method classification information text data natural language dataset data augmentation...
Proceedings Papers
Domain Driven Methodology Adopting Generative AI Application in Oil and Gas Drilling Sector
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221883-MS
... of the most common applications nowadays in different industries and in usual life is capability to create new content in response to natural language requests. This capability of generative AI is in high demand currently in oil and gas drilling industry as it allows users to communicate to the database...
Proceedings Papers
Assessing the Effectiveness of Image Hashing and Vector Databases in Improving the Detection of Financial Statement Fraud in the Oil and Petroleum Sector
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222600-MS
... intelligence approach 2 fraudulent activity natural language statement fraud oil and petroleum industry ieee transaction machine learning image hashing and vector database effectiveness dataset oil and petroleum sector financial statement fraud approach 1 Introduction Financial statement...
Proceedings Papers
Ai-Driven Workforce Transformation Model
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222219-MS
.... To assess the workforce and identify suitable redeployment opportunities, the tool employs a range of analytical techniques. Machine learning algorithms analyze historical data to predict future workforce needs and identify potential skills mismatches. Natural language processing (NLP) is used to interpret...
Proceedings Papers
Navigating the Future of Maritime Operations: The AI Compass for Ship Management
Available to PurchaseJ. Joshva, S. Diaz, S. Kumar, A. Suboyin, N. AlHammadi, O. Baobaid, F. Villasuso, M. Konig, A. Binamro, L. Saputelli
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222508-MS
... operational efficiency ship management route optimization optimization maritime sector ai technology natural language available application adoption decision-making Introduction The maritime industry, a cornerstone of global trade, is poised for a transformative leap driven by the rapid...
Proceedings Papers
Harnessing Generative AI for Interactive System Failure Diagnostics: A User-Centric Approach to Streamlined Problem Solving and Maintenance
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222033-MS
... (LLMs) and information retrieval methods to translate natural language descriptions of failures into structured insights. A comprehensive knowledge base, populated with operational log data and expert- validated solutions, empowers the LLM to perform in-context learning and iterative diagnosis...
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