Fall 2023 Award Winners

pipes

Cross-Regional Lead Service Line Prediction using Machine Learning

Data Science Insights Award

Jasmine Andrade, Pranav Walimbe, Andrew Kerr, Akash Iyer, Melad, Freddie Pham

weather

The Data Initiative for Environmental and Climate Action in California's TK–12 Schools

Team Collaboration Award

Avani Gireesha, Cole Hesterberg, Isaac Gonzalez, Jessica Hsu, Michelle Lin

software

Project AEI

Data Visualization Award

Kai Koerber, Joseph Schull, Mizuho Li, Melad Sabagh, Danielle Wong, Xiaole Guo, Manu John, Theophilus Pedapolu, Hanqi Xiong, Henry Cen, Arnav Dalal

physics

Data Source Pattern Studies for High Energy Physics Data Analysis

Cloud Computing Award

Malavikha Sudarshan

climate

Data Science for Localized Climate Prediction Product

Ribbon of Excellence

Hailee Schuele, Irene Widiaman, Eesha Thaker, Yongzhen Shi James, Farouk Ghandour, Danielle Ma

earthquake

Natural Hazard Recovery Team

Social Impact Award

Shuqi Chen

Discovery Projects

Automated Quality Control and Analysis of Histopathology Images using Deep Learning - Fall 2023 Discovery Project

Automated Quality Control and Analysis of Histopathology Images using Deep Learning

Term
Fall 2023
Topic
Data Visualizations
Industry/Economics
Natural Science
Public Health
Automated Extraction of Chemical Names into Database - Fall 2023 Discovery Project

Automated Extraction of Chemical Names into Database

Term
Fall 2023
Topic
Academia/Education
Natural Science
Are certain groups (race, gender, income, etc.) more susceptible to protective factors in foster care program participants?

Are Certain Groups (race, gender, income, etc.) More Susceptible to Protective Factors in Foster Care?

Term
Fall 2023
Topic
Data Visualizations
Social Sciences
Analysis of Minnesota Hospital Rates - Fall 2023 Discovery Project

Analysis of Minnesota Hospital Rates

Term
Fall 2023
Topic
Data Visualizations
Public Health
Recommendation System - Fall 2023 Discovery Project

Recommendation System

Term
Fall 2023
Topic
Industry/Economics
Technical Area(s)
Machine Learning (ML)
Alecto AI - Fall 2023 Discovery Project

Alecto AI

Term
Fall 2023
AI for Alzheimer's Detection

Navigating Alzheimer's Diseases with AI: Early Detection Innovations

Term
Fall 2023
AI for ADHD Detection

Harnessing AI for Early Detection of Attention-Deficit/Hyperactivity Disorder (ADHD)

Term
Fall 2023
Machine Learning for Improved Semiconductor Manufacturing

Machine Learning for Improved Semiconductor Manufacturing

Term
Fall 2023
Achievement Gap in BUSD - Fall 2023

Exploring the Achievement Gap in Berkeley Public Schools

Term
Fall 2023
A Computational Suite for the RNA Universe - Fall 2023 Discovery Project

A Computational Suite for the RNA Universe

Term
Fall 2023
Life Cycle Assessment of Building Structures

Life Cycle Assessment of Building Structures

Term
Fall 2023
GMO acceptance of bioengineered brewer's yeast

GMO acceptance of bioengineered brewer's yeast

Term
Fall 2023
Interrupting Lethal Structures: "No Cop City in San Pablo!"

Interrupting Lethal Structures: "No Cop City in San Pablo!"

Term
Fall 2023
Search Query Suggestions

Search Query Suggestions

Term
Fall 2023
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Developing CNN model for segmenting electron microscopy images

Term
Fall 2023
Graph Neural Network for Online Particle Identification at the Large Hadron Collider

Graph Neural Network for Online Particle Identification at the Large Hadron Collider

Term
Fall 2023
Analyzing Sources of Lead Exposure in Newark, New Jersey - Fall 2023 Discovery Project

Analyzing Sources of Lead Exposure in Newark, New Jersey

Term
Fall 2023
Global Hunger Data & Predictive Model

Global Hunger Data & Predictive Model

Term
Fall 2023
Data Access Pattern of Distributed Disk Cache system

Data Access Pattern of Distributed Disk Cache System

Term
Fall 2023
Characterizing the Landscape of Student Learning Outcomes in Undergraduate Programs via a Web-scraping Text Analysis Approach - Fall 2023 Discovery Project

Characterizing the Landscape of Student Learning Outcomes in Undergraduate Programs via a Web-scraping Text Analysis Approach

Term
Fall 2023
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Enhancing Severe Heatwave Forecasting Using Theory and Data Science

Term
Fall 2023
HBGI

Homelessness and Mental Illness in California - towards a new scale of outcomes

Term
Fall 2023
Changes in the Global Economy

Changes in the Global Economy

Term
Fall 2023
Topic
Industry/Economics
Data Access Pattern of Distributed Disk Cache system

Machine learning to localize particles

Term
Fall 2023
Web3

Identifying threats in the Web3 ecosystem

Term
Fall 2023
Trend analysis of birth, acquired, age related disabilities and factors that impact such trends

Trend analysis of birth, acquired, age related disabilities and factors that impact such trends

Term
Fall 2023
Image-to-Text

Image-to-Text for an Accessible Web

Term
Fall 2023
Random turn games governed by stakes Primary tabs View Edit(active tab) Delete Revisions

Random turn games governed by stakes

Term
Fall 2023
The Data Initiative for Environmental and Climate Action in California's TK–12 Schools

The Data Initiative for Environmental and Climate Action in California's TK–12 Schools

Term
Fall 2023
AI-powered development of novel CRISPR-based therapeutics

Evaluating Protein Structure Prediction Methods on CRISPR Proteins

Term
Fall 2023
Healthcare Cost

Analyzing Healthcare Prices

Term
Fall 2023
logo

Demonstrating Reproducibility in Data Science

Term
Fall 2023
The Next Step in Public Education: Factors influencing elementary student success and family engagement

The Next Step in Public Education: Factors influencing elementary student success and family engagement

Term
Fall 2023
Predicting Lead in Tap Water

Predicting lead in tap water

Term
Fall 2023
Creating Learning Pathways with Machine Learning

Creating Directed Learning Pathways With Machine Learning

Term
Fall 2023
Data on Recovery after Natural Hazard Events

Data on Recovery after Natural Hazard Events

Term
Fall 2023
Assessing Creative Agency in the Big Ideas Course: From Imagination to Innovation - Fall 2023 Discovery Project

Assessing Creative Agency in the Big Ideas Course: From Imagination to Innovation

Term
Fall 2023
Data on Recovery after Natural Hazard Events

The polymorph evolution of protein two-dimensional crystals

Term
Fall 2023
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Computationally evaluating design rationale

Term
Fall 2023