... is new in relative terms to the past 100 years of industry cementing experience (e.g., circa 2008 with first publication). The technique is becoming more prevalent to overcome challenging well integrity requirements which should help the industry achieve zonal isolation for applications previously deemed...

... the gap between the capabilities of general pre-training LLMs and the specific application requirements of vertical industries. Fine-tuning requires modifying the parameters of LLMs, which involves data preparation, iterative training, and finally updating the model. There are many methods for fine-tuning...

..., and will benefit from more comprehensive study to support confidence in field application. deformation mathematics of computing hydraulic fracturing casing and cementing complex reservoir geologist geology multistage fracturing drilling operation reservoir characterization ovality diameter...

... machine learning arxiv preprint arxiv application latent representation chen Introduction Reservoir simulation is a computational process used to model multi-physics behaviors of fluids within the subsurface reservoir over a specified spatiotemporal domain. It primarily focuses on utilizing...

... sustainability drilling fluids and materials cement formulation slurry composition retarder building material cement production oil well application efficiency retarder and viscosifier innovative redefinition retarder concentration lb 100 construction and building material red mud cement sample...

..., temperature and salinity conditions, so as to be directly applicable to assess the candidacy of the field for CCS applications. The novelty of this work lies in the development a fast, convenient, and easy-to-implement physics-based modeling framework to evaluate the corrosion rates within legacy...

... application. geology drillstem/well testing reservoir surveillance module transmission production monitoring requirement production control antenna geologist drillstem testing transmitter receiver voltage application characteristic electromagnetic wave transmitter oil well conductivity...

... the economic and environmental benefits of transitioning to sustainable technologies in the oil and gas industry. climate change compressor application air emission efficiency inflation reduction act energy credit reliability methane emission operator deployment incentive pneumatic device...

... liner cannot stimulate the reservoir beyond 4 ft from the well bore and specifically layered reservoir with poor vertical communication & separated with dense layers in between have limited application. Whereas fishbone stimulation completions have capability to connect multi layers vertically...

... shows a field application of machine learning (ML) algorithms using triple combo logs to predict elastic properties and finally estimate in-situ stress profile in the Natural Buttes gas field. We used a complete set of triple combo and dipole sonic logs to train K-Nearest Neighbors (KNN) regression...

... field case study, which is divided into two distinct optimization scenarios. In the first case, we evaluate the effectiveness of the optimization method with only one subsurface realization, optimizing the placement of eight storage wells and comparing outcomes with and without the application of DLAG...

... these parameters with a field example. The set of rules and the parameters above are most applicable to fields that are relatively homogeneous and with evenly distributed wells. Additional flexibilities are included in GPSNet so that network could be modified to accommodate special connection treatment...

... learning displacement international journal reservoir simulation optimization problem artificial intelligence reservoir characterization optimization optimization workflow deep learning complex reservoir flow in porous media spe annual technical conference application modeling enhanced...

... to the evolving energy landscape. Value creation from digital oilfield applications exceeded all our previous expectations. Over the past 20 years, DOF initiatives have evolved significantly. Notable achievements include the improved decision-making through streamlined processes and automated workflows; Real...

... the requirement to process disparate, asynchronous data streams that emanate from edge devices deployed to remote field locations, like drilling rigs, and in the cloud. These data streams need to be combined in real-time to serve advanced analytics applications like Artificial Intelligence (AI) and digital twins...

... solution through the tubing-casing annulus of each rod-pumped well. Treatment volumes were pumped between 13- 15 bbl/minute with a top pressure of 1,400 psi observed. Post-application produced fluid samples were regularly collected and analyzed to monitor the residual impact of biosurfactants, reassuring...

... sensitivity to the formation dielectric constant is dramatically improved and thus makes it applicable for well placement in the low resistivity LRP formations. Results also indicate that the shorter Tx spacing may help the dielectric constant sensitivity but mainly improve the signal-to-noise ratio...

...-temperature carbonate dominant wormhole single-phase retarded acid well sensor stimulation treatment wormhole dolomite mexico new generation single-phase retarded acid application nspra conference and exhibition openhole section Introduction Acid fracturing and matrix acidizing...

... in latency between softmax attention and ReLU-based linear attention has a significant impact on real-world applications. ReLU-based linear attention is 3.3 to 4.5 times faster than softmax attention due to the elimination of hardware-unfriendly exponential operations. Such efficiency is crucial...

... analytical solution for an arbitrarily inclined wellbore with respect to 3 principal stresses. These solutions have been widely used in literature and wellbore stability applications due to their ease of use and simplicity. Abstract AI-driven solutions have transformed computational applications...