Have You Created A Free Account?

You are currently trying to access content without an account, please create an account or log in to view more.

Once you’ve created your account, you’ll have access to content via your Company’s membership. You can also request a 21-day Free Trial to try everything that Connect has to offer if your company is not currently a member.

Log In Create Free Account
Have You Created A Free Account?

You are currently trying to access content without an account, please create an account or log in to view more.

Once you’ve created your account, you’ll have access to content via your Company’s membership. You can also request a 21-day Free Trial to try everything that Connect has to offer if your company is not currently a member.

Log In Create Free Account
Home
Events
Research
Innovators
Log In
Expert Analytics

Expert Analytics offers data science, AI, mathematical modeling and software development for industrial sectors, leveraging HPC, machine learning and advanced simulations

Published August 7, 2025 • Updated August 26, 2025
Oil & Gas
Subsurface
Insights
Details
Materials

Product Overview

Overview

Expert Analytics provides specialized data science and analytical consulting services tailored for the oil and gas industry. The company leverages advanced mathematical modeling, machine learning, and scientific computing to address complex challenges across the petroleum value chain, from exploration and production to refining and distribution.

Expert Analytics' oil and gas division focuses on developing custom analytical solutions that optimize operations, reduce risks, and improve decision-making in petroleum operations. By combining deep domain expertise with cutting-edge computational methods, the company helps energy companies extract maximum value from their data assets and operational systems.

The company's approach integrates physics-based modeling with data-driven analytics, enabling comprehensive solutions for subsurface characterization, production optimization, and operational efficiency. This capability supports both traditional oil and gas operations and the industry's transition toward digitalization and automation.

Business Model

Consulting services model with project-based engagements, long-term partnerships for ongoing analytical support, and custom software development for proprietary solutions.

Technology Innovations

The company has developed specialized capabilities for petroleum industry applications:

  • Hybrid physics-ML models combining reservoir engineering principles with machine learning
  • Uncertainty quantification frameworks for subsurface modeling and production forecasting
  • Real-time optimization algorithms for drilling and production operations
  • Advanced time-series analysis for production data and equipment monitoring
  • Integrated workflow automation connecting multiple data sources and analytical tools
  • High-performance computing solutions for large-scale reservoir simulations and seismic processing
Applications

Upstream Production Operations

  • Multiphase flow monitoring and separation in production pipelines
  • Oil-in-water concentration measurement in production streams
  • Water contamination detection and troubleshooting in oil production
  • Chalk influx detection and prevention in tight chalk reservoirs
  • Production liner protection in challenging reservoir conditions

Production Optimization

  • Real-time monitoring of oil and gas production systems
  • Separator performance evaluation and optimization
  • Flow allocation in shared separator scenarios with multiple operators
  • Multiphase flow meter calibration and verification
  • Production stream ownership tracking and allocation

Asset Management

  • Well condition assessment and monitoring
  • Production data analysis for operational decision support
  • Daily operations management and performance tracking
  • Large-scale simulation analysis for operations planning

Digital Systems Integration

  • Monitoring solutions for systems with minimal instrumentation (pressure and temperature only)
  • Enhanced analysis for systems equipped with flow measurement tools
  • Digital twin integration for production system modeling
Register
Join your peers
Stay up to date on the latest technology trends in your sector.
Sign Up
Events

© Copyright 2025 Darcy Partners, LLC | All Rights Reserved | Terms of Use | Privacy Policy | Team | Careers | Support