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Open Access

Author:: Rahman, Amatur
Title:: Compression Algorithms for de Bruijn Graphs and Uncovering Hidden Assembly Artifacts
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: de Bruijn graph
compression
k-mer set
colored de Bruijn graph
assembly
unitig
unitig algorithm
assembly artifact
bidirected de Bruijn graph
palindromic unitig
File:: Download psu_phd_amatur.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
David Koslicki, Major Field Member
Paul Medvedev, Chair & Dissertation Advisor
Francesca Chiaromonte, Outside Unit & Field Member
Mingfu Shao, Major Field Member

Open Access

Author:: Kumar, Sumit
Title:: TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: BLM
Tweets
Twitter
Black Lives Matter
Model
File:: Download PSU_Thesis_Sumit.pdf
Committee Members:: Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Chai, Peilin
Title:: A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Recurring Pattern Discovery
Contrastive Learning
File:: Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Open Access

Author:: Capobianco, Frank
Title:: A Tamper Analysis and Endorsement Approach for Linux Security Modules
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Linux Security Modules
Reference Monitor
Tamper Analysis
Operating System Security
File:: Download capobianco_thesis_final.pdf
Committee Members:: Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Pranesh, Raj
Title:: S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
File:: Download PSU_Thesis_Raj_final_sub.pdf
Committee Members:: Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Singh, Sonali
Title:: Co-Architecting Brain-inspired Algorithms and Hardware for Performance and Energy Efficiency
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Spiking Neural Networks
Neuromorphic Computing
Gradient descent
Low-power architectures
bio-inspired sensors
File:: Download NeuroCompDissertationDraftFinal.pdf
Committee Members:: Vijaykrishnan Narayanan, Co-Chair & Dissertation Advisor
Chitaranjan Das, Co-Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Alkhadhr, Shaikhah
Title:: Modeling a Clinical Acoustic Information System Using Physics-Informed Machine Learning
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: physics-informed neural networks
wave equation
ultrasound therapeutics
numerical modeling
information systems
File:: Download Dissertation_vFinal.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Mohamed Almekkawy, Chair & Dissertation Advisor
Kamesh Madduri, Major Field Member
David Koslicki, Major Field Member
Yun Jing, Outside Unit & Field Member

Open Access

Author:: Kim, Sun Hyoung
Title:: Practical Static Binary Analysis with Block Memory Model
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Static Analysis
Binary Analysis
Control Flow Graph
Pointer Analysis
Type Inference
File:: Download Sun_Hyoung_Kim_thesis_final.pdf
Committee Members:: G. Tan, Chair & Dissertation Advisor
Sencun Zhu, Major Field Member
Danfeng Zhang, Major Field Member
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

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