電機工程 · 人工智慧實驗室Electrical Engineering · AI Lab
吳維文 Wei-Wen Wu
國立中正大學 電機工程研究所 碩士生M.S. Student, Dept. of Electrical Engineering, National Chung Cheng University
專注 AI 演算法的軟體工程師，具備全端開發背景。以梯度估計網路優化貼片天線設計，並擅長 Python、結合 C/Rust 提升效能、以 ROS 串接機器人與 AI。研究成果已獲 URSI GASS 2026 接收。 An AI-focused software engineer with a full-stack background. I use gradient-estimation networks to optimize patch-antenna design, pairing Python with C/Rust for performance and ROS for AI–robotics integration. Research accepted to URSI GASS 2026.
重點發表Featured Publication
A Data-Free Patch Antenna Generation Framework via Two-Stage Gradient Exploration and BiScaleNorm
URSI General Assembly and Scientific Symposium (URSI GASS 2026) · Kraków, Poland · 2026/08
針對電磁模擬器不可微分的特性，提出以類神經網路代理模型估計梯度，解決二值化設計的梯度飽和、局部解與孤島效應，優化貼片天線金屬圖樣。 Addresses the non-differentiability of EM simulators with a neural surrogate that estimates gradients — mitigating gradient saturation, local optima, and island effects in binarized patch-antenna design.
三項主要能力Three Core Strengths
以 AI 技術設計貼片天線；熟悉電腦視覺、強化學習與深度學習。AI-driven antenna design; computer vision, reinforcement & deep learning.
ROS 六軸機械手臂控制與模擬，整合視覺抓取。ROS-based 6-axis arm control & simulation with vision-guided grasping.
客製化 ERP、物品管理、專案排程系統，獨立走完開發生命週期。Custom ERP, inventory & project-scheduling systems, owned end-to-end.