Your selections:

Keyword data science Start Over

1. Building a Robust Framework to Crowdsource Material Property Data for Structural Alloys Processed Through Advanced Manufacturing Routes

open_access
Open Access
Author:
Wietecha-Reiman, Ian
Title:
Building a Robust Framework to Crowdsource Material Property Data for Structural Alloys Processed Through Advanced Manufacturing Routes
Graduate Program:
Materials Science and Engineering
Keywords:
materials science
metallurgy
statistics
machine learning
fatigue
tensile
austenitic stainless steel
316L
titanium
alloy
alloys
Ti-6Al-4V
Ti64
design allowables
additive manufacturing
AM
laser-powder bed fusion
powder bed fusion
L-PBF
directed energy deposition
DED
meta-analysis
meta-data
data quality
data stewardship
database
microstructure
inclusions
secondary phases
porosity
defects
reliability
composition
powder feedstock
supply chain
data science
oxides
nitrides
Committee Members:
John Mauro, Program Head/Chair
Jay Keist, Major Field Member
Todd Palmer, Chair & Dissertation Advisor
Darren Pagan, Outside Unit Member
Albert Segall, Outside Field Member

2. Characterizing the extrinsic and intrinsic factors influencing the human microbiome

open_access
Open Access
Author:
Ryu, Erica
Title:
Characterizing the extrinsic and intrinsic factors influencing the human microbiome
Graduate Program:
Biology
Keywords:
microbiome
human
genetics
oral microbiome
gut microbiome
lifestyle
gene expression
data science
machine learning
statistics
dimensionality reduction
DNA
RNA
extraction
low-biomass
Committee Members:
Timothy Jegla, Professor in Charge/Director of Graduate Studies
Michael Axtell, Chair of Committee
Laura Weyrich, Outside Unit & Field Member
David Koslicki, Major Field Member
Emily Davenport, Major Field Member & Dissertation Advisor

3. Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning

open_access
Open Access
Author:
Dusch, William George
Title:
Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning
Graduate Program:
Physics
Keywords:
scanning tunneling microscopy
data science
machine learning
python
data analysis
deep learning
scanning probe microscopy
condensed matter
software
vibration cancellation
automation
unsupervised learning
physics
Committee Members:
Eric Hudson, Dissertation Advisor/Co-Advisor
Eric Hudson, Committee Chair/Co-Chair
Jorge Sofo, Committee Member
Mauricio Terrones, Committee Member
Roman Engel-Herbert, Outside Member

4. Pattern Recognition for Fractured Reservoir Characterization using Subsurface Big Data

open_access
Open Access
Author:
Udegbe, Egbadon Ajibola
Title:
Pattern Recognition for Fractured Reservoir Characterization using Subsurface Big Data
Graduate Program:
Energy and Mineral Engineering
Keywords:
big data
data science
subsurface
fractures
seismic
unconventional reservoirs
shale
Committee Members:
Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Eugene C Morgan, Committee Chair/Co-Chair
Mort D Webster, Committee Member
Hamid Emami-Meybodi, Committee Member
Tieyuan Zhu, Outside Member