Wentian Jin

Fast Thermal Analysis for Chiplet Design based on Graph Convolution Networks

Liang Chen, Wentian Jin, Sheldon X.-D. Tan · 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC) · 2022 · 27 citations

EM-GAN: Data-Driven Fast Stress Analysis for Multi-Segment Interconnects

Wentian Jin, Sheriff Sadiqbatcha, Zeyu Sun et al. · 2020 · 24 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Full-chip thermal map estimation for commercial multi-core CPUs with generative adversarial learning

Wentian Jin, Sheriff Sadiqbatcha, Jinwei Zhang et al. · 2020 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

EMGraph: Fast Learning-Based Electromigration Analysis for Multi-Segment Interconnect Using Graph Convolution Networks

Wentian Jin, Liang Chen, Sheriff Sadiqbatcha et al. · 2021 · 22 citations

Convolutional Neural Network, Engineering, Graph Representation Learning +16

Fast Full-Chip Parametric Thermal Analysis Based on Enhanced Physics Enforced Neural Networks

Liang Chen, Jincong Lu, Wentian Jin et al. · 2023 · 22 citations