$ cat research/extreme-scale.md
Extreme-Scale and Multi-Scale Electromagnetic Algorithms
As contemporary electronic devices continue to decrease in size and novel meta-materials and meta-surfaces find more applications, the demand for a method capable of addressing multi-scale and extreme-scale modeling and simulation becomes urgent. Unfortunately, the widely used vector wave equations encounter a significant challenge known as the "low-frequency breakdown" catastrophe. At low frequencies, corresponding to quasi-static and static scenarios, the decoupling of electric and magnetic fields renders the vector wave equations unable to account for Gauss's law, leading to the well-known low-frequency breakdown problem.
Our focus revolves around the development, implementation, validation, and application of a new formulation free of low-frequency breakdown. This innovative approach transcends the limitations of existing formulations, offering a versatile solution applicable across all frequencies — from static (dc) to microwave frequencies and beyond. This novel approach is employed in applications including the modeling of microwave integrated circuits, electrical machines and nonlinear magnetism, and wireless communication using intelligent reflecting surface (IRS) devices.
Key contributions include the discontinuous Galerkin time-domain (DGTD) methods with dynamic h- and p-adaptation, integral equation methods with phase extracted basis functions for electrically extra-large problems, and their hybridizations for multi-scale electromagnetic problems. Recent work includes a novel A-ϕ formulation with an implicit Coulomb gauge for wideband and multiscale simulation, and domain-decomposed formulations with non-conformal interfaces.
> examples

Frequency-stable modeling of circuits (RC circuits, coil inductors)

Nonlinear magnetic hysteresis and machine modeling (three-phase induction motor)

Electrically extra-large electromagnetic scattering using adaptive mesh

Phase extracted basis functions for efficient analysis of scattering from electrically large targets

Domain-decomposed A-ϕ formulation with Lagrange multipliers for low-frequency problems

Non-conforming low-frequency solver for Ansys electromagnetic computations
> funding_agencies
> key_publications
A domain-decomposed A-φ formulation based on Lagrange multipliers for low-frequency problems
A. Hossain and Su Yan — Proc. IEEE Antennas Propag. Symp., Ottawa, Canada, July 2025, 2025
Time-domain all-frequency stable formulation for low-frequency electromagnetic simulation with Newmark-beta time integration
M. Mekonnen and Su Yan — Proc. IEEE Antennas Propag. Symp., Ottawa, Canada, July 2025, 2025
Efficient simulation of electromagnetic scattering from bodies of revolution using high-order pulse Green's functions
A. Noor and Su Yan — Proc. IEEE Antennas Propag. Symp., Ottawa, Canada, 2025
C. Díaz-Cáez and Su Yan — IEEE Trans. Antennas Propag., 2024
A simplified all-frequency stable formulation with an implicit Coulomb gauge
M. Mekonnen and Su Yan — Proc. IEEE Antennas Propag. Symp., Florence, Italy, July 2024, 2024
A phase-informed p-adaptation method for electromagnetic scattering analysis
C. Díaz-Cáez and Su Yan — 2024 International Applied Computational Electromagnetics Society (ACES) Symposium, Orlando, FL, USA, May 2024, 2024
Geometry- and physics-aware h-p adaptation algorithm for efficient electromagnetic scattering simulation (Invited Paper)
C. Diaz-Caez and Su Yan — Proc. ICEAA-IEEE APWC 2024, Lisbon, Portugal, 2024
Efficient analysis of electromagnetic scattering from complex structures using phase-informed higher-order basis functions and adaptive p-refinement
C. Diaz-Caez and Su Yan — Proc. IEEE Antennas Propag. Symp., Florence, Italy, 2024