Saumyadip Mukhopadhyay | DeepAI

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research

∙ 10/27/2022

An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design

Lithography modeling is a crucial problem in chip design to ensure a chi...

15 Mingjie Liu, et al. ∙

research

∙ 07/08/2022

Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self Training

Machine learning techniques have been extensively studied for mask optim...

20 Haoyu Yang, et al. ∙

research

∙ 03/12/2022

Generic Lithography Modeling with Dual-band Optics-Inspired Neural Networks

Lithography simulation is a critical step in VLSI design and optimizatio...

2 Haoyu Yang, et al. ∙