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Start Over Year 2018 Committee Member Michael J. Janik Keyword DFT Keyword LASSO Keyword feature selection Keyword machine learning Keyword machine learning Keyword monolayer metal oxide Keyword monolayer metal oxide

1. Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning

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Open Access
Author:
Jonayat, A S M
Title:
Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning
Graduate Program:
Mechanical Engineering
Keywords:
catalysis
monolayer metal oxide
mixed metal oxides
DFT
machine learning
compact sensing
feature selection
LASSO
File:
Download Thesis_ASM_JonayatV3.pdf
Committee Members:
Adri C.T. van Duin, Dissertation Advisor/Co-Advisor
Adri C.T. van Duin, Committee Chair/Co-Chair
Michael J. Janik, Committee Member
Richard Yetter, Committee Member
Lasse Jensen, Outside Member

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