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cs.CE2026
Closed-Loop Molecular Design with Calibrated Deference
Newman Cheng, Gordon Broadbent, Jason Dong +11
We present Cognitive Loop via In-Situ Optimization (CLIO), an agent that couples a continuously-updated belief-state graph with a recursive plan-then-act loop. The result is a reas…
cs.CE2023
Distributionally Robust Circuit Design Optimization under Variation Shifts
Yifan Pan, Zichang He, Nanlin Guo +1
Due to the significant process variations, designers have to optimize the statistical performance distribution of nano-scale IC design in most cases. This problem has been investig…