Showing 1–20 of 52 results
/ Date/ Name
Mar 2, 2025MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design InfrastructureJul 13, 2018Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active LearningAug 23, 2024Intelligent OPC Engineer Assistant for Semiconductor ManufacturingMar 15, 2023Physics-Informed Optical Kernel Regression Using Complex-valued Neural FieldsApr 26, 2025Apollo: Automated Routing-Informed Placement for Large-Scale Photonic Integrated CircuitsJul 8, 2022Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self TrainingMar 12, 2022Generic Lithography Modeling with Dual-band Optics-Inspired Neural NetworksApr 28, 2025Deep Generative Prior for First Order Inverse OptimizationFeb 22, 2026Pushing the Limits of Inverse Lithography with Generative Reinforcement LearningDec 12, 2019Automatic Layout Generation with Applications in Machine Learning Engine EvaluationNov 11, 2024GPU-Accelerated Inverse Lithography Towards High Quality Curvy Mask GenerationAug 16, 2024Differentiable Edge-based OPCMar 25, 2023GPU-accelerated Matrix Cover Algorithm for Multiple Patterning Layout DecompositionNov 12, 2024BOSON$^{-1}$: Understanding and Enabling Physically-Robust Photonic Inverse Design with Adaptive Variation-Aware Subspace OptimizationMay 6, 2024ILILT: Implicit Learning of Inverse Lithography TechnologiesFeb 24, 2025Genetics-Driven Personalized Disease Progression ModelFeb 8, 2024Optimizing Predictive AI in Physical Design Flows with Mini Pixel Batch Gradient DescentFeb 6, 2024Convolutional Neural Networks and Volcano Plots: Screening and Prediction of Two-Dimensional Single-Atom CatalystsDec 16, 2019VLSI Mask Optimization: From Shallow To Deep LearningMar 7, 2021Routing Towards Discriminative Power of Class Capsules