Physics-prior Bayesian neural networks in semiconductor processing

Physics-prior Bayesian neural networks in semiconductor processing

Citation Author(s):
Albert
Lin
Submitted by:
Albert Lin
Last updated:
Thu, 09/05/2019 - 12:15
DOI:
10.21227/6mgc-1y60
License:
Dataset Views:
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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

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[1] Albert Lin, "Physics-prior Bayesian neural networks in semiconductor processing", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/6mgc-1y60. Accessed: Nov. 19, 2019.
@data{6mgc-1y60-19,
doi = {10.21227/6mgc-1y60},
url = {http://dx.doi.org/10.21227/6mgc-1y60},
author = {Albert Lin },
publisher = {IEEE Dataport},
title = {Physics-prior Bayesian neural networks in semiconductor processing},
year = {2019} }
TY - DATA
T1 - Physics-prior Bayesian neural networks in semiconductor processing
AU - Albert Lin
PY - 2019
PB - IEEE Dataport
UR - 10.21227/6mgc-1y60
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Albert Lin. (2019). Physics-prior Bayesian neural networks in semiconductor processing. IEEE Dataport. http://dx.doi.org/10.21227/6mgc-1y60
Albert Lin, 2019. Physics-prior Bayesian neural networks in semiconductor processing. Available at: http://dx.doi.org/10.21227/6mgc-1y60.
Albert Lin. (2019). "Physics-prior Bayesian neural networks in semiconductor processing." Web.
1. Albert Lin. Physics-prior Bayesian neural networks in semiconductor processing [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/6mgc-1y60
Albert Lin. "Physics-prior Bayesian neural networks in semiconductor processing." doi: 10.21227/6mgc-1y60