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Author:

Duan, Yao

Title:

Design and Nanofabrication of Active and Multilayer Metaphotonic Devices

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Metaphotonics
Anti-Parity-Time Symmetry
Moiré Metasurfaces
Achromatic Metalens
Neural Networks
Integrated Metasurfaces

File:

Download Dissertation_Yao_Final_corrected.pdf

Committee Members:

Zhiwen Liu, Major Field Member
Mikael Rechtsman, Minor Field Member
Xin Ning, Outside Unit & Field Member
Xingjie Ni, Chair & Dissertation Advisor
Noel Giebink, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Srivastava, Divyanshi

Title:

Computational Methods For Characterizing The Sequence And Chromatin Determinants Of Transcription Factor Binding

Graduate Program:

Bioinformatics and Genomics (PhD)

Keywords:

Transcription Factors
Gene Regulation
Chromatin
Neural Networks
Neural Networks for Biological Sequences
Interpretable Models For DNA Sequences
Protein-DNA Binding

File:

Download Srivastava-Dissertation-Revised-2021-July.pdf

Committee Members:

Frank Pugh, Major Field Member
Shaun Mahony, Chair & Dissertation Advisor
Ross Hardison, Outside Field Member
Daniel Kifer, Outside Unit Member
George Perry, Program Head/Chair

Author:

Saab, Samer

Title:

Investigation of Deep Neural Networks From Control and Optimization Perspectives

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Deep Learning
Neural Networks
Optimization
Control Theory
First-order Gradient Descent
Heavy-ball Optimizer
Recurrent Neural Networks
State-space Representations

File:

Download SamerSaabJr_Dissertation.pdf

Committee Members:

Minghui Zhu, Co-Chair & Dissertation Advisor
Shashi Phoha, Co-Chair of Committee
Puneet Singla, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member
Asok Ray, Major Field Member & Dissertation Advisor
Kultegin Aydin, Program Head/Chair