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Author:

Aguasvivas Manzano, Sarah

Title:

Performance and Parsimony in Training Deep Neural Networks

Graduate Program:

Aerospace Engineering

Keywords:

neural networks
model parsimony
MLP
Simulated Annealing

File:

Download Sarah_Aguasvivas_Manzano__3_.pdf

Committee Members:

Lyle N. Long, Thesis Advisor/Co-Advisor

Author:

Diaz Isaac, Liza Ivelisse

Title:

EVALUATION OF ATMOSPHERIC TRANSPORT AND ITS IMPACT ON CO2 MIXING RATIOS

Graduate Program:

Meteorology

Keywords:

Carbon Dioxide
Atmospheric Transport Errors
Ensemble
WRF
Multi-Physics
Genetic Algorithm
Simulated Annealing
Calibration
Down-Selection
Atmospheric Inversion

File:

Download PhD_Dissertation_LizaDiazIsaac_2017_FINAL.pdf

Committee Members:

Kenneth J. Davis, Dissertation Advisor/Co-Advisor
Kenneth J. Davis, Committee Chair/Co-Chair
Fuqing Zhang, Committee Member
Chris E. Forest, Committee Member
Andrew Carleton, Outside Member
Thomas Lauvaux, Dissertation Advisor/Co-Advisor
Natasha Miles, Committee Member