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Shaoze Fan
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From specification to topology: Automatic power converter design via reinforcement learning
S Fan, N Cao, S Zhang, J Li, X Guo, X Zhang
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
102021
Power converter circuit design automation using parallel Monte Carlo tree search
S Fan, S Zhang, J Liu, N Cao, X Guo, J Li, X Zhang
ACM Transactions on Design Automation of Electronic Systems 28 (2), 1-33, 2022
22022
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
CC Chang, Y Shan, S Fan, J Li, S Zhang, N Cao, Y Chen, X Zhang
arXiv preprint arXiv:2407.18269, 2024
12024
Thermal and performance management
X Zhang, S Zhang, S Fan, X Guo, C Gan
US Patent 11,989,068, 2024
2024
Algorithmic circuit design automation
S Zhang, X Zhang, S Fan, N Cao, J Li, X Guo, C Gan
US Patent App. 17/932,538, 2024
2024
Graph-Transformer-based Surrogate Model for Accelerated Converter Circuit Topology Design
S Fan, H Lu, S Zhang, N Cao, X Zhang, J Li
2024
Automatic Electronic Circuit Topology Generation Based on Monte Carlo Tree Search
S Fan, N Cao, S Zhang, J Li, X Guo, X Zhang
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