Research Areas

Different research areas in which the group is conducting research.

Research Areas

  • Core Neutronics: OpenMC, Reactivity Calculation
  • Radiation Shielding: MCBEND, Shield Optimization
  • Computational Intelligence: Anomaly detection, Transient Control, Time Series Forecasting
  • Reactor Multiphysics: Neutronics, Thermal Hydraulics, Fuel Performance

Core Neutronics

  • Proficient in leveraging advanced simulation tools like OpenMC for precise neutron transport and reactivity calculations.
  • Expertise in core design analysis, neutron flux distribution modeling, and safety margin assessments.
  • Experience in sensitivity studies and validation against experimental benchmarks for reactor physics calculations.

Radiation Shielding

  • Skilled in using MCBEND for designing and optimizing radiation shielding in nuclear facilities.
  • Research focuses on minimizing shielding material requirements while maintaining compliance with safety standards.
  • Contributions include developing AI-based optimization methods for enhanced radiation protection solutions.

Computational Intelligence

  • Application of deep learning techniques for anomaly detection in nuclear power plant operations.
  • Development of AI-driven transient control systems to ensure stability during operational fluctuations.
  • Focus on integrating machine learning models with reactor monitoring systems for real-time decision-making.

Reactor Multiphysics

  • Advanced modeling of coupled neutronics, thermal-hydraulics, and fuel performance to understand reactor behavior under various conditions.
  • Experience in multiphysics simulations for transient analysis and safety assessments.
  • Research contributions to improving reactor efficiency and predicting fuel behavior under extreme conditions.