Special Session 01
CEDA-adjoint special session: Deep Learning Inspired Algorithms for Physical Modeling and Analysis of Advanced IC Design
Organizer/Chair(s):
Yuanqing Cheng, Beihang University, Beijing, China
Wenjian Yu, Tsinghua University, Beijing, China
Invited Talks:
"Deep Learning Inspired Thermal-aware Modeling and Optimization for Chiplet Systems"
Yibo Lin (Peking Univeristy)
"G-SpNN: GPU-Accelerated Passivity Enforcement for S-Parameter Macromodeling with Neural Networks"
Zhou Jin (Zhejiang University)
"Machine Learning for Multi-corner Timing Analysis"
Yuanqing Cheng (Beihang University)
"Pre-layout Prediction of Parasitic Parameters in AMS Circuits Based on Graph Neural Networks"
Shan Shen, Wenjian Yu (Tsinghua Univesity)