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Author

Wentian Jin

Observed names: Jin Wentian, Jin, Wentian
OpenAlex ID: A5043665291
Fast Thermal Analysis for Chiplet Design based on Graph Convolution Networks
2022 · Liang Chen, Wentian Jin, et al. · Asia and South Pacific Design Automation Conference (ASP-DAC) · 45
Fast Full-Chip Parametric Thermal Analysis Based on Enhanced Physics Enforced Neural Networks
2023 · Liang Chen, Jincong Lu, et al. · 36
Full-chip thermal map estimation for commercial multi-core CPUs with generative adversarial learning
2020 · Wentian Jin, Sheriff Sadiqbatcha, et al. · 36
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EMGraph: Fast Learning-Based Electromigration Analysis for Multi-Segment Interconnect Using Graph Convolution Networks
2021 · Wentian Jin, Liang Chen, et al. · ACM/IEEE Design Automation Conference (DAC) · 25
EM-GAN: Data-Driven Fast Stress Analysis for Multi-Segment Interconnects
2020 · Wentian Jin, Sheriff Sadiqbatcha, et al. · IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD) · 24
Thermoelectric Cooler Modeling and Optimization via Surrogate Modeling Using Implicit Physics-Constrained Neural Networks
2023 · Liang Chen, Wentian Jin, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 17
GridNet: fast data-driven EM-induced IR drop prediction and localized fixing for on-chip power grid networks
2020 · Han Zhou, Wentian Jin, et al. · 16
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Special Session: Machine Learning for Semiconductor Test and Reliability
2021 · Hussam Amrouch, Animesh Basak Chowdhury, et al. · IEEE VLSI Test Symposium (VTS) · 15
Data-Driven Electrostatics Analysis based on Physics-Constrained Deep learning
2021 · Wentian Jin, Shaoyi Peng, et al. · Design, Automation, and Test in Europe · 15
HierPINN-EM: Fast Learning-Based Electromigration Analysis for Multi-Segment Interconnects Using Hierarchical Physics-Informed Neural Network
2022 · Wentian Jin, Liang Chen, et al. · International Conference on Computer Aided Design · 11
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PostPINN-EM: Fast Post-Voiding Electromigration Analysis Using Two-Stage Physics-Informed Neural Networks
2023 · Subed Lamichhane, Wentian Jin, et al. · 10
Accurate Power Density Map Estimation for Commercial Multi-Core Microprocessors
2020 · Jinwei Zhang, Sheriff Sadiqbatcha, et al. · Design, Automation, and Test in Europe · 9
GridNetOpt: Fast Full-Chip EM-Aware Power Grid Optimization Accelerated by Deep Neural Networks
2022 · Han Zhou, Yibo Liu, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 8
Data-Driven Fast Electrostatics and TDDB Aging Analysis
2020 · Shaoyi Peng, Wentian Jin, et al. · ACM/IEEE Workshop on Machine Learning for CAD (MLCAD) · 6
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Linear Time Electromigration Analysis Based on Physics-Informed Sparse Regression
2023 · Liang Chen, Wentian Jin, et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 5
Learning Based Spatial Power Characterization and Full-Chip Power Estimation for Commercial TPUs
2023 · Jincong Lu, Jinwei Zhang, et al. · Asia and South Pacific Design Automation Conference (ASP-DAC) · 5
Fast Electrostatic Analysis For VLSI Aging based on Generative Learning
2021 · Subed Lamichhane, Shayoi Peng, et al. · ACM/IEEE Workshop on Machine Learning for CAD (MLCAD) · 5
GPU-based Ising Computing for Solving Balanced Min-Cut Graph Partitioning Problem
2019 · Cook, Chase, Jin, Wentian, et al. · arXiv (Cornell University) · 1
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EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks
2020 · Jin, Wentian, Sadiqbatcha, Sheriff, et al. · arXiv (Cornell University)
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生成敵対学習による商用マルチコアcpuのためのフルチップ熱マップ推定【jst・京大機械翻訳】
2020 · Jin Wentian, Sadiqbatcha Sheriff, et al. · ACM Proceedings
Works count: 21
Citation count: 289
H-index: 10
I10-index: 11
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