Scholars 2019-2020

Marwa  Abdulhai

Marwa Abdulhai

Multi-Agent Hierarchical Reinforcement Learning
Madeline L. Abrahams

Madeline L. Abrahams

Networks in Climate Change Misinformation And Polarization
Kenneth K. Acquah

Kenneth K. Acquah

Machine Learning for Money Laundering
John  Adeyeye

John Adeyeye

Engineering Materials for Energy Efficient Windows
Elaheh  Ahmadi

Elaheh Ahmadi

Fast 3D Mapping of Underground Worlds
Kika Annette Arias

Kika Annette Arias

Qualitative Analysis of Personalized Wellness-Based Interventions for Undergraduate Students
Nathanael  Assefa

Nathanael Assefa

Optimizing Electrokinetics in Nanopores
Ashay  Athalye

Ashay Athalye

Sensor Fusion of Visual and Tactile Sensory Data for Object Localization and Robotic Manipulation
Shreyas  Balaji

Shreyas Balaji

Modeling Measurement Drift for Supervised Learning Applications
Teodor Rares Begu

Teodor Rares Begu

Modeling Concurrency Bugs in Software Using Machine Learning
Alexandra  Berg

Alexandra Berg

Characterizing Robustness of Neural Networks for Histopathological Image Segmentation
Nicholas Ryan Bonaker

Nicholas Ryan Bonaker

Nomon: A Single Switch Interface for Assistive Technology
Baian  Chen

Baian Chen

A Unified Framework for Robot Understanding of Goal-related Information
Weitung  Chen

Weitung Chen

Autonomous Excavation in Granular Materials with Reinforcement Learning
Patrick John  Chia

Patrick John Chia

Learning a 3D Representation of Objects in Scenes for Robotic Manipulation
Manning  Chuor

Manning Chuor

Distinguishing of Energy States in Readout of 3-Level Quantum Systems
Jeremy Charles Cowham

Jeremy Charles Cowham

Quantifying Statistical Uncertainty of Tracking Algorithms to Improve Human-in-the-Loop Analyses of Soccer
Jiaming  Cui

Jiaming Cui

MorphSensor: An Electronic Design Tool and Fabrication Method for Reshaping Sensor Modules
Joshua T. Derrick

Joshua T. Derrick

Detection of Gut Microbiota in Human Stool Using RNA Toeholds: Predicting IBD Patient Response to Biologics
Korina  Digalaki

Korina Digalaki

Boolean Functions Lacking Sparse High-Order Fourier Representations
Jordan E. Docter

Jordan E. Docter

Unlocking the Potential of Multicore Systems
Anis  Ehsani

Anis Ehsani

Isoperimetric Profile and Medial Axis Curves
Baris  Ekim

Baris Ekim

A Privacy-Preserving Framework for Secure Genomic Imputation
Amir  Farhat

Amir Farhat

Studying Communication Patterns in Distributed Machine Learning Training
Nicolas  Gomez del Campo

Nicolas Gomez del Campo

Automating Financial Agreements on the Ethereum Blockchain
Josh  Gruenstein

Josh Gruenstein

Reinforcement Learning for Microrobot Locomotion
Karen  Gu

Karen Gu

Incremental Computational Model for Logically Complex Generic Statements
Rogerio Aristida Guimaraes Junior

Rogerio Aristida Guimaraes Junior

A Collaborative Filtering Approach to Strategy Recommendation
Fatima  Gunter-Rahman

Fatima Gunter-Rahman

Understanding the Molecular Mechanisms of Cognitive Reserve
Keshav  Gupta

Keshav Gupta

Efficient Computing for Robotics on an FPGA
Annika Lea Heuser

Annika Lea Heuser

Modeling German Language Acquisition
Lior  Hirschfeld

Lior Hirschfeld

Uncertainty Qualificiation for Molecular Property Prediction
Claire  Hsu

Claire Hsu

Sparse Matrix Operations Optimization
Henry  Hu

Henry Hu

High-Precision Question Answering Using Wikipedia Definitions
Stephanie  Hu

Stephanie Hu

Designing a Ranking System for Pulmonary Edema Severity
Christopher Loren Hughes

Christopher Loren Hughes

Augmented One-Shot Learning
Andrea Jessica  Jaba

Andrea Jessica Jaba

Improving the Explainability of CNN-Based Image Classifiers for Scene Recognition
Soo Jung  Jang

Soo Jung Jang

Analysis of Feature Cues in Speech of Children with Speech Disorders
Ahmad Mujtaba  Jebran

Ahmad Mujtaba Jebran

Design and Development of Soft Biomimetic Colonoscopy Robot
Malvika Raj Joshi

Malvika Raj Joshi

Nondeterminisitc SETH: Short Unsatisfiability Proofs for Boolean Formulas
Jaeyoung  Jung

Jaeyoung Jung

Gallium Nitride Complementary MOS Microprocessor for High-Temperature Applications
Sule  Kahraman

Sule Kahraman

Investigating Representations of Malicious PowerShell
Wonjune  Kang

Wonjune Kang

Certified Robustness of Neural Networks for Top-k Predictions
Dhamanpreet  Kaur

Dhamanpreet Kaur

Dynamic Bayesian Networks for Generation of Synthetic Electronic Health Records
Quang  Kieu

Quang Kieu

Electronic Development & Miniaturization of a Prototype Hydration Monitoring Device
Silvia Elena Knappe

Silvia Elena Knappe

Active SLAM Implementations for Indoor Navigation
Anna  Kooperberg

Anna Kooperberg

Manipulating Symbols with Recurrent Neural Networks
Tim  Kralj

Tim Kralj

Interoperability Between OpenCilk and Pthreads
Madison  Landry

Madison Landry

Training the COIN
Maximillian S. Langenkamp

Maximillian S. Langenkamp

Dual System Morality: A Reinforcement Learning Approach
Yuan  Lee

Yuan Lee

Discrete Event Simulation for Quantum Networks
Ariel Skye Levy

Ariel Skye Levy

Large-Scale Clinical Text Annotation
Justin K. Lim

Justin K. Lim

Learning Optimal Treatment Policies for Chronic Disease
Kevin  Limanta

Kevin Limanta

Analog Memory-Based Devices for Deep Learning
Po-Han  Lin

Po-Han Lin

Machine-Learning Based Model to Predict Intensive Care Unit Length of Stay
Robert  Lindland

Robert Lindland

Universal Features for Graphs and Markov Chains via Modal Decomposition
Sabrina  Liu

Sabrina Liu

A Sensor Fusion Algorithm for Reliable Estimation of Physiological Parameters
Hannah  Loizzo

Hannah Loizzo

Understanding the Stability and Elemental Interdiffusion Between Solid-State Electrolytes and High-Capacity Cathodes with Utilization of Li3BO3 as a Sintering Agent
Chenkai  Mao

Chenkai Mao

Electrical and Optical Properties of Gallium Nitride Under Applied Stress
Lingjie  Mei

Lingjie Mei

Zero-Shot Visual Concept Captioning
Elizabeth  Murray

Elizabeth Murray

Analysis and Real-Time Identification of Models for Airflow and CO2 Concentration in Exhaled Breath: Getting More Out of Capnography
Bhavik V. Nagda

Bhavik V. Nagda

Inductive Human Bias Via Human-Based Learning
Audace  Nakeshimana

Audace Nakeshimana

Learned Intermediate Input Representation with Task-Independent Fairness Guarantees
Subhash Naga Sri Nalluru

Subhash Naga Sri Nalluru

Cloud Based Semi-Supervised GANs Training
Eshaan  Nichani

Eshaan Nichani

Gradient Descent, Implicit Regularization, and Alignment in Deep Linear Autoencoders
Joseph Robert Noszek

Joseph Robert Noszek

Visualization of Global Road Quality Data to Decrease Environmental Impact
Matej  Novak

Matej Novak

Data for Refugees: Analysis of Refugee Migration Data in Colombia
Tuomas Petteri Oikarinen

Tuomas Petteri Oikarinen

Training Verifiably Robust Deep Reinforcement Learning Agents
John Ramhorst Paris

John Ramhorst Paris

Nature Inspired Super-Maneuverability
Fjona  Parllaku

Fjona Parllaku

Acoustic Phonetic Variation in Speech Recognition
Jacob  Phillips

Jacob Phillips

Utilizing Discriminatory Networks and Expert Data in Training Reinforcement Learning Agents
James D. Pollard

James D. Pollard

High Level Synthesis for Highly Parallel Accelerator Architectures
Luke  Qi

Luke Qi

Ion-Motion Protocols for a Large-Scale Ion Trap Quantum Computer
Jessica Ayeley Quaye

Jessica Ayeley Quaye

Wildcard: Spreadsheet-Driven Customization of Web Applications
James  Quigley

James Quigley

Molecular Clock: Ultra-Stable Frequency Reference on a CMOS Chip
Collin Bradley Renae

Collin Bradley Renae

Can Batch Reverse Osmosis Systems Reduce the Cost of Seawater Desalination?
Yaateh Henry Richardson

Yaateh Henry Richardson

Learned Bloom Filters
Alexander James Root

Alexander James Root

High Performance Image Processing with Fixed Point Types
Roshni  Sahoo

Roshni Sahoo

Developing Models Resilient to Feature-Dependent Label Noise
Brent Carlton Samuels

Brent Carlton Samuels

NB: The Future Textbook
Ryan Matthew Sander

Ryan Matthew Sander

Deep Reinforcement Learning and Game-Theoretic Control for Autonomous Navigation in Multi-Agent Settings
Gabriel Joseph Schneider

Gabriel Joseph Schneider

Analysis of Feature Cues for Diagnosis of Speech Impairment
Michael Sol Silver

Michael Sol Silver

Question Answering from Wikipedia
Aaditya  Singh

Aaditya Singh

Understanding How the Brain Parses Language
Emily  Skilling

Emily Skilling

Instrumented Crutch for Adaptive Balance Assistance
Sarah  Spector

Sarah Spector

Electromagnetic Actuation of Electronic Microsystems
Daniel  Sun

Daniel Sun

Compositionality for Robot Instruction Following
Sachin  Thapa

Sachin Thapa

Ingestible Robots for Long Lasting Gastric Monitoring
Bahrudin  Trbalic

Bahrudin Trbalic

Assembly of Hybrid COIN
Carson I. Tucker

Carson I. Tucker

Permeate Quality and Scaling in Batch Reverse Osmosis
Avital  Vainberg

Avital Vainberg

Visualizing Spatio-Temporal Patterns
Yi  Wang

Yi Wang

Automating Online Experiments: Algorithmic Creation of Online Virtual Environment
Yang  Yan

Yang Yan

Topiary: A Spreadsheet Data Model for Web Applications
Annie  Yun

Annie Yun

Congressional Redistricting Through Graph Partition Sampling
Catherine  Zeng

Catherine Zeng

Associative Memory Using Quantum Systems