Skip to main content

Datasets

Standard Dataset

Physics-prior Bayesian neural networks in semiconductor processing

Citation Author(s):
Albert Lin
Submitted by:
Albert Lin
Last updated:
DOI:
10.21227/6mgc-1y60
231 views
Categories:
No Ratings Yet

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

More from this Author