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PICasso: An AI-Enabled Design Framework for Autonomous Optimization of Silicon Photonic Devices
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AI-assisted designphotonic circuitsoptimizationbenchmarking
2608.26113
Builder Relevance
1h ago80%
Abstract
PICasso is an AI-assisted framework that automates the synthesis, verification, and optimization of photonic integrated circuits from natural-language specifications.
Reality Card
Core Claim
PICasso significantly improves end-to-end specification satisfaction and reduces circuit insertion loss through simulation-guided optimization.
Method / Result
Structural $Spec@3$ reaches up to 92.7% and functional $Spec@3$ up to 52% on high-complexity circuits.
Limitations
The paper does not specify limitations or reproducibility concerns.
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