Scholars 2021-2022

Kazi  Alom

Kazi Alom

Machine Translation of x86 Assembly to Source Code Comments
Sualeh  Asif

Sualeh Asif

Fast Batch-Dynamic Algorithm for Connectivity
Jacqueline  Aslarus

Jacqueline Aslarus

Exploring Techniques for Minimally-Invasive Deep Brain Imaging Through Complex Media
Nithya  Attaluri

Nithya Attaluri

A Hardware Accelerator for Artificial Intelligence
Cathy  Cai

Cathy Cai

Drug Viability Predictions
Anjali  Chadha

Anjali Chadha

Library-Based Engineering of Synthetic Membrane Proteins for Programmable Cell-Cell Interaction in Human Cells
Shiqi  Chen

Shiqi Chen

Monitoring Breast Cancer Tissue with Implantable Medical Devices
Jung Soo  Chu

Jung Soo Chu

Automated Document Processing and Data Extraction with Computer Vision, OCR, and NLP
Jack  Cook

Jack Cook

There's Always a Bigger Fish: A Clarifying Analysis of a Machine-Learning-Assisted Side-Channel Attack
Tyrone  Davis

Tyrone Davis

Imitating Human Chess Performance Using Deep Neural Network
Amelia  Dogan

Amelia Dogan

Data Activism & Social Media in the Case of Racialized and Gendered Deaths and Disappearances
Freya  Edholm

Freya Edholm

Computationally Analyzing and Comparing Protein & Inorganic Catalysts
Mohanned  Elkholy

Mohanned Elkholy

Aerial Intelligence for Retrofit Building Energy Modelling (AIRBEM)
Ana  Fiallo

Ana Fiallo

Optimizing Low-Cost Air Pollution Sensor Networks within Urban Environments
Kevin  Frans

Kevin Frans

Data Sponges for Decision Making
Stephanie  Fu

Stephanie Fu

Guided Feature Upsampling
Portia  Gaitskell

Portia Gaitskell

Multi-agent Coevolution of Soft Robots
Teresa  Gao

Teresa Gao

Investigating One-Shot and Few-Shot Learning for Segmentation Tasks
Derek  Garcia

Derek Garcia

Taming AI: Analysis and Remedies of the Unintended Consequences of AI-Powered Social Media
Michael  Gilbert

Michael Gilbert

LoopTree: Flexible Framework for Evaluation of Accelerators with Pipelined Dataflow
Adina  Golden

Adina Golden

2D and Ferroelectric Materials for Thermal Detection
Rolando  Gonzalez

Rolando Gonzalez

Development of a Pulsed I-V Setup to Measure Current Collapse in GaN HEMTs
Ari  Grayzel

Ari Grayzel

Selection Policies for Stream-Based Active Learning for DNN Monocular Depth Estimation
Catherine  Griffin

Catherine Griffin

Phage Transport in Mucus: How T4 Diffusion is Modulated by the Mucus Environment
Aparna Ajit  Gupte

Aparna Ajit Gupte

The Cryptographic Hardness of Learning
Marcin  Hajduczek

Marcin Hajduczek

Characterizing and Creating Sustainable and Durable Carbonated Mortars and Concretes
Adriano  Hernandez

Adriano Hernandez

Exploring the Efficacy and Properties of Model Stitching
Antony  Hernandez

Antony Hernandez

Multilanguage Processing
Neha  Hulkund

Neha Hulkund

Differentially Private Methods for Domain Generalization
Juan  Ibarra

Juan Ibarra

Ocean Microbial Metabolic Interactions: Prochlorococcus and its Surrounding Heterotrophs
Parbhakar  Kafle

Parbhakar Kafle

Extracting Information from Financial Documents
Lenna  Kanehara

Lenna Kanehara

Autodiff Tools for Differentiable Physics Simulation
Stuti  Khandwala

Stuti Khandwala

Future Risk Assessment of Smoking-Related Cancers in Smokers
Aleksandar  Krastev

Aleksandar Krastev

Hardware Accelerator for Fully Homomorphic Encryption
Albert  Kwon

Albert Kwon

Exploring Security Vulnerabilities in Modern Processors
Jay  Lang

Jay Lang

Exploring Security Vulnerabilities in Modern Processors
Mary  Lau

Mary Lau

Extending Data-driven Surrogate Simulators to Robotic Exploration
Jose  Lavariega-Gomez

Jose Lavariega-Gomez

Impact Robust and Relativistic State Estimation on Biped and Quadruped Robotics
Tin Yau (Ian)  Lee

Tin Yau (Ian) Lee

Profiling Tissue Images using Self-supervised Learning
Griffin  Leonard

Griffin Leonard

ML Classifiers for Argumentation Teaching Strategies
Shulammite  Lim

Shulammite Lim

Detecting Racial Bias in Clinical Text De-Identification
Alexander  Liu

Alexander Liu

Probing Kinetics of CO2 Reduction on Cobalt Phthalocyanine in Various Environments via a Novel Automated Data Collection Framework
Kathleen  Love

Kathleen Love

Leveraging the Power of Single-Cell RNA Sequencing to Investigate the Potential of CAR-T Cells as an HIV Cure Strategy
Ruoxin  Lu

Ruoxin Lu

Synthesis, Characterization, and Chemical Analysis of Modified UiO-66-NH2 in Mixed-Matrix Membranes
Jerry  Mao

Jerry Mao

How to use language to control robots: Language-conditioned imitation learning for SE(3) manipulation
Joshua  Mbogo

Joshua Mbogo

Generating Insightful Annotation Layers Using Natural Language Processing
Aditya  Mehrotra

Aditya Mehrotra

Mini Cheetah ‘Pro’: Design, Analysis, and Fabrication of a Highly Dynamic Quadruped Robot
Manuel  Morales

Manuel Morales

Study of Air Quality in a Decarbonizing Building
Veronica  Muriga

Veronica Muriga

RL for Drone Navigation: Implementing RL models on Real-Time Dynamic Scene Graphs
Ahmad  Negm

Ahmad Negm

Multi-level Battery Cell Balancing Circuits
Samuel  Nitz

Samuel Nitz

Optimizing Graph Neural Networks for Antibiotic Potentiation Therapies
Ishan  Pakuwal

Ishan Pakuwal

Bias and Robustness of ML Models Against Adversarial Attacks in Finance
Ritik  Patnaik

Ritik Patnaik

A Gaussian-Mixture-Model-Based Approach To Classifying Vowel Place In Speech Signals
Christina  Patterson

Christina Patterson

More Comfortable Obstructive Sleep Apnea Treatment using Additive Manufacturing
Katherine  Pelton

Katherine Pelton

Localizing Damage and Humanitarian Risk in Crowd-sourced Images and Text
John  Poliniak

John Poliniak

Compliant Feet for Quadrupedal Locomotion
Steven  Qu

Steven Qu

Modeling Social Media Incentive Dynamics
Alex  Quach

Alex Quach

Generative Modeling Of Cellular Images For Fair And Explainable AI
Shreyaa  Raghavan

Shreyaa Raghavan

Deep Learning Approaches to Estimate Treatment Effects under Dynamic, Time-Varying Treatment Regimes
Sanjna  Ravichandar

Sanjna Ravichandar

Tactile Sensing for Object Detection
Pedro  Sales Rodriguez

Pedro Sales Rodriguez

Optimal Quantum Control for Cavities with Embedded Molecules
Akila  Saravanan

Akila Saravanan

Drone Sensing and Intelligence: Path Planning for Continuous Data Collection on Mobile Platforms
Emily  Satterfield

Emily Satterfield

Large Scale Production of Low-Cost Lightweight Homes using Additive Manufacturing of Recycled Polymer
Aashini  Shah

Aashini Shah

Using EIT to Model Lower Limb Muscle Movements in Virtual Reality.
Kevin  Shao

Kevin Shao

Efficient Deep Learning for Autonomous Driving
Jacob  Shapiro

Jacob Shapiro

Developing Functional, Glycation-Resistant Mutant CD59 Proteins to Reduce Cardiovascular Injury in Diabetes Patients
Emily  Sologuren

Emily Sologuren

Soft-Rigid Robots With Programmable Deformation Behavior
Susan  Su

Susan Su

Developing a Patient-Specific Benchtop Circulatory Flow Loop for Left Atrial Appendage Occlusion (LAAO)
Livia  Sun

Livia Sun

Vector Instruction Extension in Program Equivalence Checker
Duha  Syar

Duha Syar

Thin film characterization of novel Poly(arylene ethers) for energy-efficient gas separation applications
Grace  Tang

Grace Tang

Fabricating LED Displays Embedded in Textiles
Julius  Tao

Julius Tao

Variance in Training Neural Networks
Muhammed Suleman  Thaniana

Muhammed Suleman Thaniana

Bluetooth Low Energy System
Alyssa  Unell

Alyssa Unell

'Butterfly Effects' in Perceptual Development
Julia  Van Cleef

Julia Van Cleef

Implementing a Multi-Color MicroRNA Based Reporting System for Cellular Reprogramming
Athikom  Wanichkul

Athikom Wanichkul

Properties Prediction of Concrete with Multiple Replacement Materials using Machine Learning Models
Tatum  Wilhelm

Tatum Wilhelm

Developing Engineered Cell-Based Electrochemical Lanthanide Sensors
Ming Ying  Yang

Ming Ying Yang

Write it like you see it: Detectable racial differences in clinical notes lead to differential model recommendations
Daniela  Zaidenberg

Daniela Zaidenberg

Microwave Package Design for Superconducting Qubits
Diane  Zhang

Diane Zhang

Characterizing Somatic Mutations and Copy Number Variations in Slide-Seq Prostate Cancer Samples
Howard  Zhong

Howard Zhong

Investigating Race and Gender Biases in the NFT Market