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cs.LG2025
Exploiting Function-Family Structure in Analog Circuit Optimization
Zhuohua Liu, Kaiqi Huang, Qinxin Mei +2
Analog circuit optimization is typically framed as black-box search over arbitrary smooth functions, yet device physics constrains performance mappings to structured families: expo…
cs.AR2025
OpenYield: An Open-Source SRAM Yield Analysis and Optimization Benchmark Suite
Shan Shen, Xingyang Li, Zhuohua Liu +5
Static Random-Access Memory (SRAM) yield analysis is essential for semiconductor innovation, yet research progress faces a critical challenge: the large gap between simplified acad…