Differentiable Computational Lithogrpahy Framework
GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.
Github repository to share some insights about lithography simulation.
Open source HueForge alternative
From Qiskit Metal to pattern generation to real nanofabrication demo. Here, quantum devices on a chip are patterned via direct-write electron-beam lithography in a nanofabrication facility. Written & patterned by Onri Jay Benally, an Indigenous American quantum hardware engineer.
We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.
Maskless photolithography system targeting 5um resolution. Open hardware design.
Lithography defect prediction for microchip manufacturing optimization with machine learning model
MATLAB tools for Raith electron-beam lithography (EBL) and focused ion beam (FIB) systems — Outils MATLAB pour les systèmes Raith de lithographie par faisceau d'électrons et de faisceau d'ions focalisés
Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physical Design, Process and Yield Optimization"
MATLAB tools for Raith electron-beam lithography (EBL) and focused ion beam (FIB) systems — Outils MATLAB pour les systèmes Raith de lithographie par faisceau d'électrons et de faisceau d'ions focalisés
Python program your Job files for an ASML PAS 5500 Stepper Lithography system, by the UCSB Nanofabrication Facility.
This is a comprehensive MATLAB-based software platform developed for real-time measurement and feedback control of a custom mask-projection photopolymerization based additive manufacturing system (referred as "ECPL", i.e., Exposure Controlled Projection Lithography) using a lab-built interferometry (referred as "ICM&M", i.e., Interferometric Cur...
Desktop app for lithography learning available for Windows, macOS, and Linux
GDSII/OASIS layouts, including fractals, generated in working Google Colab notebooks. Layout previews are plotted as 2D graphics before exporting.
[WIP] MCSC - A semiconductor manufacturing mod for Minecraft (Java)
Lithography simulator
EE6601 Advanced Wafer Processing
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