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#machine learning Preprint Oct 2026

LLM-Augmented Bayesian Optimization with Adaptive Policies for Chiplet Design Space Exploration

Chiplet technology is a key approach for extending Moore's Law. However, its design process is constrained by two primary challenges: the scarcity of early-stage platforms for rapidly evaluating chiplet-based heterogeneous systems, and the complex relationships between design parameters and optimization metrics. To add...

Hang Liu, Zheng-Fei Chen, Zheng-Rui Chen et al. · 0 citations
#artificial intelligence Preprint Sep 2026

VPEvolve: A Self-Evolving Virtual Process Engineer for Computational Lithography

System combines a Virtual Process Engineer (VPE) harness with a Skill Bank of measured engineering experience that equips a frozen language model with process manuals, layout analysis, recipe editing, and commercial-tool evaluation and reduces the mean per-case maximum edge placement error on a FreePDK45-derived benchm...

Tian-Yi Li, Wen-Xuan Dong, Dong-Er Luo et al. · 0 citations

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