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QX

Q AI

Quantum Solutions for Technological Innovation
Proven References Across Diverse Industries

We provide next-generation Quantum AI Services designed
to solve complex problems and analyze large-scale data using:
Quantum Machine Learning, Quantum Simulation
Quantum Optimization, Quantum Monte Carlo Methods

Q AI

Use Cases

Transportation Sector – Route Optimization Models

Quantum computing is driving innovation in urban transportation systems by optimizing routes and managing traffic flow.

  • Traffic Management with Quantum Computing
    (Optimizing urban traffic and travel routes)
  • Heatmap of traffic congestion in non-optimized (left) and optimized (right) flows

Bio - New Drug R&D

Conducted Korea's largest research project “Quantum Gain Challenge based on Quantum Computing
Achieved quantum advantage using quantum machine learning models (QLSTM, QGAN)

  • Training Data Preparation
  • Quantum computing
  • Quantum dominance validation

New Materials Development - CO₂ Reduction Reaction Catalyst Design

Electrochemical CO₂ reduction reactions (CO₂RR) realize CO₂ emission reduction and generation of useful byproducts

Financial Sector - Quantum AI Credit Scoring Model (CSS) Development

Apply quantum machine learning models (QSVM, VQC) to existing credit scoring systems to improve predictive power of payment delinquency probability Estimating future financial risk based on historical data of the individual being evaluated

  • Input
    Historical payment data
    Includes transaction date, transaction amount, and number of late payments
  • Quantum machine learning-based credit scoring models (QSVM, VQC)
  • Output
    Probability of late payment for a given payment
    79%

Cryptography - RSA KeyCrack

Troubleshoot RSA Keycrack and demonstrate a quantum computer-based hacking attack

Other applications

  • Defense Industry

    · Advanced Cryptography & Security

    · Strategic decision support

    · Logistics and resource optimization

  • Secondary Cells

    · Maximizing R&D Efficiency

    · Analyze cell reaction mechanisms

    · Optimize new material synthesis routes

  • Healthcare - Genetic Analysis

    · Big Data Processing and Precision Analytics

    · Personalized medicine

    · Accelerate drug development and discover gene targets

  • Games

    · Predicting user behavior in real time

    · Deliver personalized experiences

    · Advanced data analytics

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