Scholars 2021-2022

Nishant  Abhangi

Nishant Abhangi

Towards Reliable Decision Making
Jacqueline  Aslarus

Jacqueline Aslarus

Exploring Techniques for Non-Invasive Deep Brain Imaging through Scattering Media
Nithya  Attaluri

Nithya Attaluri

A Hardware Accelerator for Memory-Efficient Irregular Algorithms
Cathy  Cai

Cathy Cai

Predicting Combinations of Perturbations via Representation Learning
Anjali  Chadha

Anjali Chadha

Genotypic and Phenotypic Determination of High-Engraftment-Potential iPSC-derived HSCs
Jack  Cook

Jack Cook

Snoopy: Website Fingerprinting with JavaScript
Howard  DaCosta

Howard DaCosta

Intelligent Textiles
Amelia  Dogan

Amelia Dogan

Data Against Feminicide
Samir  Droubi

Samir Droubi

Computationally Analyzing and Comparing Protein & Inorganic Catalysts
Freya  Edholm

Freya Edholm

Computationally Analyzing and Comparing Protein & Inorganic Catalysts
Mohanned  Elkholy

Mohanned Elkholy

GAN Model Inversion
Stephanie  Fu

Stephanie Fu

Guided Upsampling for High Resolution Feature Maps
Portia  Gaitskell

Portia Gaitskell

Robots and Learning
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
Adina  Golden

Adina Golden

Night-Vision Imaging System Using 2D and Ferroelectric Materials
Pawan  Goyal

Pawan Goyal

Neural ODE
Catherine  Griffin

Catherine Griffin

Gut Phages: Resistance and Evolution in Mucosal Environments
Marcin  Hajduczek

Marcin Hajduczek

Characterizing and Creating Sustainable, Durable Mortars and Concretes Inspired by Roman Aquaducts
Juan  Ibarra

Juan Ibarra

Characterizing the Cross Feeding Relationship between Prochlorococcus Strains
Aleksandar  Krastev

Aleksandar Krastev

Instruction Set 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

Data-Driven Surrogate Models for Spatio-Temporal Phenomenon Using Hybrid Neural Network Statistical Models
Tin Yau  Lee

Tin Yau Lee

Profiling Cell Interactions in Tissue Images Using Machine Vision
Griffin  Leonard

Griffin Leonard

ML Classifiers for Argumentation Teaching Strategies
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 UiO-66-NH2 in Mixed-Matrix Membranes
Jerry  Mao

Jerry Mao

Artificial Agents that Interact with Humans
Joshua  Mbogo

Joshua Mbogo

Generating Insightful Annotation Layers Using Natural Language Processing
Manuel  Morales

Manuel Morales

Study of Air Quality in a Decarbonizing Building
Veronica  Muriga

Veronica Muriga

Reinforcement Learning Applied to Dynamic Scene Graphs: Model Selection and Optimization
Ahmad  Negm

Ahmad Negm

Frequency Compensation for Chip-Scale Molecular Clock Due to 3D Printed Gas Cell Temperature Drift
Ethan  Nevidomsky

Ethan Nevidomsky

Using Machine Learning to Generate Spatial Audio Experiences
Quynh  Nguyen

Quynh Nguyen

Quantum Wasserstein Generative Adversarial Network
Samuel  Nitz

Samuel Nitz

Optimizing Graph Neural Networks for Antibiotic Potentiation Therapies
Marco  Nocito

Marco Nocito

Reinforcement Learning for Object Assembly with Robotic Manipulators
Ritik  Patnaik

Ritik Patnaik

A Gaussian-Mixture-Model-Based Approach To Classifying Vowel Place In Speech Signals
John  Poliniak

John Poliniak

Compliant and Actuated Feet for Quadrupedal Motion
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

Modelling Aerial Robot Maneuvers with Reinforcement Learning
Pedro  Sales Rodriguez

Pedro Sales Rodriguez

Optimal Quantum Control for Cavities with Embedded Molecules
Kevin  Shao

Kevin Shao

Efficient Deep Learning for Autonomous Driving
Jacob  Shapiro

Jacob Shapiro

Treating Diabetes-Related Cardiovascular Disease Through Delivery of Non-Glycatable CD59
Emily  Sologuren

Emily Sologuren

Design, Simulation, and Control of Hybrid Soft-Rigid Robots
Susan  Su

Susan Su

Developing and Integrating Sensing and Triggering Capabilities Based on Real-Time Physiological Signals into Smart Therapeutic Devices for Enhanced Therapy Delivery
Duha  Syar

Duha Syar

Thin Film Characterization of Novel Poly(arylene ethers) for Energy-Efficient Gas Separation Applications
Grace  Tang

Grace Tang

Using Electrochromic Materials and Conductive Ink to Facilitate Beginner-Friendly Circuit Modeling
Julius  Tao

Julius Tao

Reliable Decision-Making
Muhammed Suleman  Thaniana

Muhammed Suleman Thaniana

Side-Channel Security for Embedded Neural Networks
Alyssa  Unell

Alyssa Unell

Automated Detection of Eye Disorders
Guillermo  Vasquez

Guillermo Vasquez

Extending AI Capabilities with MIT App Inventor
Athikom  Wanichkul

Athikom Wanichkul

Properties Prediction and Optimization of Traditional and Alternative Concrete Using Machine Learning Models
Tatum  Wilhelm

Tatum Wilhelm

Developing Engineered Cell-Based Electrochemical Lanthanide Sensors
Melody  Wu

Melody Wu

Developing Microfluidic Tools for Spatial Single-Cell Omics in Complex Disease Microenvironments
Daniela  Zaidenberg

Daniela Zaidenberg

Microwave Package Design for Superconducting Qubits
Diane  Zhang

Diane Zhang

Development of Method to Call Somatic Variants from Spatial Single-Cell RNA sequencing Data in Prostate Cancer Samples
Howard  Zhong

Howard Zhong

Unsupervised and Hierarchical Semantic Segmentation