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Research map

Computational ElectroMagnetic Solutions Lab (CEMS Lab) develops physics-based electromagnetic modeling for communication, sensing, energy, and biomedical applications. Artificial intelligence and machine learning (AI/ML) support surrogate modeling, calibration, and geometry-aware workflows; the electromagnetic model remains the core.

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CEMS research map

CEMS research map

✨ Keyword map

• Computational electromagnetics
  • Maxwell-equation-based simulation, antennas, propagation, scattering, and source reconstruction.
• Data-assisted modeling
  • AI/ML, model calibration, surrogate models, and measurement-informed correction.
• Geometry-aware workflows
  • Machine vision, point-cloud interpretation, and simulation-ready environment modeling.

Research pillars

🛰️ Propagation, Channels, and Integrated Sensing

• Low-Earth-orbit and indoor propagation
  • Study satellite-terrestrial links, indoor radio environments, and channel behavior under motion, blockage, and multipath.
• Integrated sensing and communication
  • Model radio environments that support both wireless links and sensing-aware system design.

🧱 Reconfigurable Antennas and Surfaces

• Reconfigurable intelligent surfaces
  • Analyze surfaces that steer, focus, or reshape electromagnetic waves under hardware and deployment constraints.
• Antenna and array behavior
  • Connect full-wave simulation, active element patterns, mutual coupling, and beam synthesis.

⚡ Microwave Energy and Bioelectromagnetics

• Microwave energy systems
  • Study conditions for more controlled energy delivery through electromagnetic-thermal simulation and sensor-linked calibration.
• Bioelectromagnetics
  • Analyze electric-field, current-density, and thermal distributions relevant to biomedical electromagnetic platforms.

🧭 Measurement and Inverse Modeling

• Measurement-informed reconstruction
  • Use near-field data and inverse source models to reduce simulation-measurement mismatch.
• Diagnostics and validation
  • Build reproducible comparisons, field maps, and error metrics for antennas, arrays, and scattering structures.