1 citations · 2 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023★ 1 cited
Fast Cell Library Characterization for Design Technology Co-Optimization Based on Graph Neural Networks
Tianliang Ma, Guangxi Fan, Zhihui Deng +3
Design technology co-optimization (DTCO) plays a critical role in achieving optimal power, performance, and area (PPA) for advanced semiconductor process development. Cell library…
cs.LG2023★ 1 cited
Revolutionizing TCAD Simulations with Universal Device Encoding and Graph Attention Networks
Guangxi Fan, Leilai Shao, Kain Lu Low
An innovative methodology that leverages artificial intelligence (AI) and graph representation for semiconductor device encoding in TCAD device simulation is proposed. A graph-base…