semiconductor-manufacturing

There are 0 repository under semiconductor-manufacturing topic.

Wafers-Defect-Recognition-using-Visual-Transformer
PanithanS / Wafers-Defect-Recognition-using-Visual-Transformer
We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.
computer-vision data-analysis defect-classification defect-detection lithography machine-learning multilabel-classification pattern-recognition semiconductor-manufacturing visual-transformer wafer-defects wafermap yeild yeild-opimization mixed-type-data-classification mixedwm38
Language:Jupyter Notebook 17
jpcain / data-analytics-machine-learning
Practical example from the SPIE short course "Data Analytics and Machine Learning in Semiconductor Manufacturing: Applications for Physical Design, Process and Yield Optimization"
machine-learning data-analytics semiconductor-manufacturing lithography
Language:Jupyter Notebook 16
Defect-Prediction-in-Semiconductor-Lithography
PanithanS / Defect-Prediction-in-Semiconductor-Lithography
Lithography defect prediction for microchip manufacturing optimization with machine learning model
data-analysis defect-detection lithography machine-learning semiconductor-manufacturing yeild yeild-opimization
Language:Jupyter Notebook 15
ThomasFabula / Patent
MEMS patent
mems silicon sensor fem micromechanics microsystems patent silicium silizium fea finite-element-analysis finite-element-methods finite-elements semiconductor semiconductor-devices semiconductor-layout semiconductor-manufacturing semiconductor-physics semiconductors
3
JovinRyan / C.A.M.E.L
Czochralski Apparatus for Modeling Efficient Lattice growth
cfd multiphysics-modeling semiconductor-manufacturing
Language:SWIG 2
hanfei1986 / Calculate-semiconductor-chip-yield-against-defect-density-with-Monte-Carlo-simulation
Calculating semiconductor chip yield against defect density using a Monte Carlo simulation is a common approach to assess the impact of defects on chip manufacturing. In this simulation, we'll randomly generate defect locations and evaluate chip yield based on specified criteria.
monte-carlo-simulation semiconductor-manufacturing
Language:Jupyter Notebook 0
Mattjesc / DDO-Semiconductor
Data-Driven Optimization of Semiconductor Processes and Forecasting
ai artificial-intelligence data data-science data-visualization deep-learning keras machine-learning manufacturing ml prophet python pytorch semiconductor semiconductor-manufacturing semiconductors tensorflow
Language:Jupyter Notebook 0
Semiconductor-Process-Control-ECE6455-A
sumanghosh1999 / Semiconductor-Process-Control-ECE6455-A
Semiconductor Process Control (ECE6455-A) @ Georgia Institute of Technology, Atlanta, GA, USA
ece6455 factorial-design fractional-factorial-design gatech importance-sampling linear-regression multivariate-adaptive-regression-splines pca-analysis process-control semiconductor-manufacturing semiconductor-process-control taguchi-design-of-experiments
Language:Jupyter Notebook 0
ZeHolyQofPower / fabCraft
A Minecraft mod adding realistic semiconductor manufacturing.
minecraft mod neoforge-modloaders semiconductor-manufacturing
Language:Java 0