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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)

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

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

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

Electrically extra-large electromagnetic scattering using adaptive mesh

Electrically extra-large electromagnetic scattering using adaptive mesh

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

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

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

Non-conforming low-frequency solver for Ansys electromagnetic computations

Non-conforming low-frequency solver for Ansys electromagnetic computations

> funding_agencies

NSFAnsys

> key_publications

  • Directional H²-matrix method with higher-order hierarchical basis functions for large-scale electromagnetic scattering analysis

    A. Noor and Su YanProc. ICEAA-IEEE APWC 2026, Toyama, Japan, Sept., 2026

  • Nonlinear finite element analysis of thermal runaway in microwave-heated shale using a C∞ smooth conductivity model

    M. Anee and Su YanProc. IEEE MTT-S Int. Conf. Numer. Electromagn. Multiphys. Model. Optim. (NEMO), Valencia, Spain, July, 2026

  • A Neumann–Neumann preconditioned domain decomposition method for A-φ formulation

    J. A. Haider and Su YanProc. IEEE Antennas Propag. Symp., Detroit, MI, USA, July, 2026

  • Adaptive multi-grid graph element networks for PDE solutions on irregular finite element meshes

    N. Hosen, M. Anee, and Su YanProc. IEEE Antennas Propag. Symp., Detroit, MI, USA, July, 2026

  • A domain-decomposed A-φ formulation based on Lagrange multipliers for low-frequency problems

    A. Hossain and Su YanProc. IEEE Antennas Propag. Symp., Ottawa, Canada, July, 2025

  • Time-domain all-frequency stable formulation for low-frequency electromagnetic simulation with Newmark-beta time integration

    M. Mekonnen and Su YanProc. IEEE Antennas Propag. Symp., Ottawa, Canada, July, 2025

  • Efficient simulation of electromagnetic scattering from bodies of revolution using high-order pulse Green's functions

    A. Noor and Su YanProc. IEEE Antennas Propag. Symp., Ottawa, Canada, 2025

  • Efficient electromagnetic scattering simulation of electrically extra-large problems using phase information and adaptive mesh automation

    C. Díaz-Cáez and Su YanIEEE Trans. Antennas Propag., 2024