QuantumExpress – Oil & Gas Monte Carlo Simulation Suite

Developer: Mansour Ansari, QuantumLaso, LLC

Introduction

QuantumExpress – Oil & Gas Edition is a real-time Monte Carlo simulation platform designed to optimize drilling prospect evaluations, reserve forecasting, and economic viability assessments. It leverages authentic quantum randomness from QRNG hardware to model subsurface uncertainties more accurately than traditional systems relying on pseudorandom number generators.

By introducing true entropy into geological and economic variables, QuantumExpress increases realism and improves decision-making under uncertainty, critical for high-cost exploration and development projects.

Key Features

• Quantum Random Number Generator Integration
  Connects to real QRNG devices (Crypta Labs QCicada USB or PCIe units) for live entropy injection.

• Flexible Parameter Configuration
  Simulates key oil and gas project variables:

  • Reservoir Volume

  • Porosity

  • Hydrocarbon Saturation

  • Recovery Factor

  • Oil Price Variability

  • Operating Costs and CAPEX

• Interactive Simulation Sliders
  Adjust all parameters dynamically to simulate multiple geological and market scenarios.

• Stochastic Economic Forecasting
  Calculate Net Present Value (NPV), Internal Rate of Return (IRR), and Probability of Success (PoS) using real quantum randomness.

• Data Export Options
  Save simulation results for further analysis or project reporting.

• Built with Python and Streamlit
  Lightweight, interactive, and extensible architecture designed for local or remote execution.

Roadmap for Upgrade (2025)

• High-Throughput Entropy Support
  Enable streaming connection to Quside S1 and S4 QRNG modules for large batch simulations.

• Full Portfolio Analysis Mode
  Simulate and optimize asset portfolios across hundreds of wells and prospects.

• Integrated Visual Dashboards
  Real-time graphs and statistical summaries of reserve distributions, success probabilities, and economic indicators.

• AI Integration
  Add predictive layers trained on real entropy-seeded historical datasets.

• Secure Collaboration Option
  Cloud export with encryption options for joint venture analysis and reporting.

Why Quantum Matters in Oil & Gas Forecasting

Subsurface geology and commodity markets are deeply unpredictable. Conventional PRNG-based models may unintentionally bias outputs or miss rare but critical edge-case scenarios.

By using quantum randomness:

• Geological risk profiles are more authentically represented

• Price volatility modeling becomes more robust

• Extreme outcomes are better explored, improving project risk assessments

QuantumExpress increases both the accuracy and credibility of probabilistic evaluations for exploration and production decision-makers.

Contact

Mansour Ansari
Founder, QuantumLaso, LLC
Email: videomover@gmail.com
Text: 405-414-7791