Physical Sciences › Engineering › Electrical and Electronic Engineering
Electromagnetic Simulation and Numerical Methods
2 papers indexed
This topic and its hierarchy come from the OpenAlex classification, the open catalogue of the world's scientific research.
Monthly volume - last 12 months
Latest papers
- An LLM-Orchestrated Agent for Directional-Coupler Design with Self-Consistent Eigenmode and FDTD Validation
Saumya Biswas, Amrit De, Md Tauhidul Islam · 23 June 2026
We present a design agent which is a Large Language Model (LLM) that orchestrates, but does not perform, the numerical simulations to design a silicon-on-insulator (SOI) $2\times2$ directional coupler. We choose a symmetric phase-matched coupler where a lot of analytical results are available that h…
- PINNs for Electromagnetic Wave Propagation
Nilufer K. Bulut · 30 December 2025
Physics-Informed Neural Networks (PINNs) are a methodology that aims to solve physical systems by directly embedding PDE constraints into the neural network training process. In electromagnetism, where well-established methodologies such as FDTD and FEM already exist, new methodologies are expected …
- Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
Qitao Tan, Jun Liu, Zheng Zhan, Caiwei Ding, Yanzhi Wang, Xiaolong Ma, Jaewoo Lee, Jin Lu, Geng Yuan · 4 November 2025
Large language models (LLMs) excel across various tasks, but standard first-order (FO) fine-tuning demands considerable memory, significantly limiting real-world deployment. Recently, zeroth-order (ZO) optimization stood out as a promising memory-efficient training paradigm, avoiding backward passes…
Other topics in Electrical and electronic engineering
The topics the OpenAlex classification attaches to the same theme, most active first.
- Advanced Memory and Neural Computing492 papers / 12 months+283%
- Ferroelectric and Negative Capacitance Devices215 papers / 12 months+100%
- Indoor and Outdoor Localization Technologies129 papers / 12 months+100%
- Energy Load and Power Forecasting111 papers / 12 months−10%
- Green IT and Sustainability101 papers / 12 months+60%
- VLSI and FPGA Design Techniques84 papers / 12 months+500%