Datasets
Standard Dataset
Physics-prior Bayesian neural networks in semiconductor processing
- Citation Author(s):
- Submitted by:
- Albert Lin
- Last updated:
- Thu, 09/05/2019 - 12:15
- DOI:
- 10.21227/6mgc-1y60
- License:
219 Views- Categories:
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Abstract
This is the dataset for the manuscript entitled "Physics-prior Bayesian neural networks in semiconductor processing", IEEE Access
Instructions:
BNN3_criticism_trueData.py: calculating baseline
BNN3_criticism_trueData_priorNN: prior NN calcultion using TCAD data
BNN3_criticism_trueData_TCADprior: TCAD prior inference
sim2_.xlsx:TCAD data
exp2.xlsx: experiment data
Dataset Files
- exp2.xlsx (11.82 kB)
- sim2_.xlsx (12.96 kB)
- BNN3_criticism_trueData.py (8.15 kB)
- BNN3_criticism_trueData_priorNN.py (3.59 kB)
- BNN3_criticism_trueData_TCADprior.py (8.41 kB)
