Skip to content
Journal · TODAES

A Survey of Machine Learning Approaches in Logic Synthesis

Miao Liu, Liwei Ni, Junfeng Liu, Xingyu Meng, Rui Wang, Xiaoze Lin, Xinhua Lai, Xingquan Li*, and Jungang Xu* · 2026

Open PDF / link →Matrix
iMapsynthesisiFPfloorplaniPDNpoweriPLplacementiCTSclockiTOoptimizationiRTroutingiSTAtimingAiEDAdesign dataiPCLlayout modeliMapsynthesisiFPfloorplaniPDNpoweriPLplacementiCTSclockiTOoptimizationiRTroutingiSTAtimingAiEDAdesign dataiPCLlayout model

Why it matters

Miao Liu, Liwei Ni, Junfeng Liu, Xingyu Meng, Rui Wang, Xiaoze Lin, Xinhua Lai, Xingquan Li*, and Jungang Xu*. A Survey of Machine Learning Approaches in Logic Synthesis , ACM Transactions on Design Automation of Electronic Systems (TODA…

Citation entry

Miao Liu, Liwei Ni, Junfeng Liu, Xingyu Meng, Rui Wang, Xiaoze Lin, Xinhua Lai, Xingquan Li*, and Jungang Xu*. A Survey of Machine Learning Approaches in Logic Synthesis, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2026. (CCF-B)

Product links

Use the related capabilities to jump from this paper into the toolchain or AiEDA modules.