Special Services with Machine Learning - Facies classification

06 August 2024

Cost: $5,000.00 - $250,000.00

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Description of Service

Machine Learning is best applied for classification problems and it best suits for facies classification. This is also one of the under utilized area and would recommend to use Machine Learning to do the magic. And also recommend t-Distributed Stochastic Neighbor Embedding (t-SNE) for the dimensionality reduction that is particularly well suited for the visualization of high-dimensional datasets to visualize the facies classes.

What You Will Get From Purchasing This Professional Service. Deliverables

Machine Learning is under utilized but highly promising tool in the field of Oil and Gas.

Machine Learning and Artificial Intelligence is highly dynamic and the quantum of development it is witnessing is unimaginable. Oil and gas unable to catch the pace of ML progress when it comes to application of latest developments of ML in Oil&Gas. This is mainly because of skeptism and low to average understanding of ML utility.

We at Ameyem does a lot of reseach on how the ML tools can be utilized in every aspect of Oil&Gas for better productivity interms of lowering the manpower, improving the quality of output and there by reducing the OPEX. Here we list down a few places where ML techniques can be utilized.

Petroleum Industry and Mining Industry face different kind of problems at different times. We at Ameyem are equipped with smart tools to tackle all sorts of problems faced by industry. Ameyem not only provide conventional solutions like, Seismic Data interpretation, Petrophysical Analysis, Rock Physics, AVO analysis but also provide solutions to those problems with unique requirements, such as Well log digitization, Seismic signal digitization from hard copies. We employ various Machine Learning techniques to address specific problems of industry, such as missing log generation, un-recorded log generation, petrophysical log creation using core samples and wireline logs and seismic inversion with ultimate quality.

Duration To Complete Service. How Long Before Service Is Completed

1-12 weeks

About Ameyem

Geophysical services such as Seismic Interpretation from strat to prospectivity analysis & volumetrics, various Geophysical surveys- we provide services with utmost care on quality. We not only provide conventional services but we are equipped with the tools to provide most advanced services like Machine learning applications in Oil & Gas Industry.

Skills and Expertise

Upstream Oil & Gas
Sales, Marketing, Business Development Core Analysis Production Support Activities Operations Services Geomechanics Reservoir Completions Drilling Geology Geophysics Petrophysics Simulation Well Testing Coiled Tubing Log Analysis Formation Evaluation Enhanced Oil Recovery (EOR) Hydraulic Fracking Artificial Lift Wireline Data Mud logging Project Management