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2. nonsmooth optimization with applications in network design and machine learning

open_access
Open Access
Author:
Liu, Hongcheng
Title:
nonsmooth optimization with applications in network design and machine learning
Graduate Program:
Industrial Engineering
Keywords:
Nonsmooth optimization
machine learning
network design
folded concave penalty
sparse recovery
File:
Download HongchengLiu_new-Dissertation-copy.pdf
Committee Members:
Tao Yao, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Runze Li, Committee Member

3. Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks

open_access
Open Access
Author:
Srikrishnan, Vivek Anand
Title:
Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks
Graduate Program:
Energy and Mineral Engineering
Keywords:
direct normal irradiance
multi-pyranometer array
neural networks
machine learning
File:
Download VivekSrikrishnan-Thesis-20150715.pdf
Committee Members:
Jeffrey Brownson, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor