This invention uses machine learning to automatically create the best "recipes" for manufacturing semiconductor devices. It trains a computer model using data from both physical experiments and virtual simulations of the manufacturing process. Once trained, the model can take your desired specifications for a semiconductor device and generate a new, optimized recipe to make it.
Why it matters: The rapid advancements in machine learning, particularly in generative AI and optimization algorithms since 2023, could significantly enhance the model's ability to synthesize complex data and generate more precise and novel semiconductor manufacturing recipes. This could make the system more practical and effective now.
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