QuantumExpress – Monte Carlo Drug Discovery Simulator

Developer: Mansour Ansari, QuantumLaso, LLC

Introduction

QuantumExpress – Drug Discovery Edition is a Monte Carlo simulation tool designed to enhance early-stage pharmaceutical research by injecting true quantum randomness into molecular and drug-behavior simulations.

Instead of using traditional pseudorandom number generators (PRNGs), this system connects to real Quantum Random Number Generators (QRNGs) to model the biological uncertainty of real-world interactions with unprecedented authenticity.

Quantum entropy aligns with the probabilistic nature of molecular biology, making simulations more realistic, especially in edge cases that PRNG systems often miss.

Key Features

• True Quantum Entropy Integration
  Live entropy injection via USB QRNG devices (Crypta Labs QCicada).

• Pharmaceutical Simulation Parameters
  Simulates key factors used in drug candidate evaluation:

  • Binding Affinity

  • Solubility

  • Toxicity Probability

  • Absorption Rate

  • Stability

  • Dose Response Curve

• Dynamic Range Adjustment
  Interactive sliders allow real-time testing across complete parameter ranges for outcome analysis.

• Realistic Probabilistic Outputs
  Produces multi-path outcome possibilities based on genuine quantum randomness rather than deterministic algorithms.

• Scalable Monte Carlo Engine
  Built in Python, easily expandable for larger datasets and distributed simulations.

• Log Exporting
  Full session data can be exported for downstream AI analysis or regulatory reporting.

Roadmap for Upgrade (2025)

• REST API Integration
  Live connect to Quside S1/S4 high-throughput QRNG systems.

• Large-Scale Batch Simulation Mode
  Automate generation of 10,000+ drug simulation outcomes per session.

• Data Visualization Dashboards
  Integrated Streamlit or Dash plots to show outcome distributions and probability heatmaps.

• Advanced Entropy Analysis Module
  Real-time monitoring of entropy injection quality and distribution metrics.

• Secure Cloud Option
  Encrypted upload of simulation outcomes for collaboration with remote teams.

Why Quantum Matters in Drug Discovery

Biological systems are inherently probabilistic at the molecular level. Traditional simulations using PRNGs cannot fully replicate this uncertainty. QuantumExpress uniquely addresses this gap by introducing authentic, hardware-sourced quantum entropy, improving the realism of:

• Rare side-effect prediction

• Binding misfire simulations

• Personalized medicine pathways

By simulating drug behavior more naturally, QuantumExpress aims to help researchers narrow down viable compounds earlier, saving time, money, and accelerating drug development.

Contact

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