Data Science Discovery Projects

Fall 2023 Award Winners

Cross-Regional Lead Service Line Prediction using Machine Learning

Data Science Insights Award

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

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

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

Data Source Pattern Studies for High Energy Physics Data Analysis

Cloud Computing Award

Malavikha Sudarshan

Data Science for Localized Climate Prediction Product

Ribbon of Excellence

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

Natural Hazard Recovery Team

Social Impact Award

Shuqi Chen

Discovery Projects

Promoting Accessible STEM Research

Parsing the news: Using NLP to analyze news articles

Natural language processing (NLP)

Community Paramedicine Data Infrastructure

Housing Justice in the Bay Area

Multivariate Model Building for Radial Diffusion in the Earth's Radiation Belts

Term

Fall 2022

Topic

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Predicting substorms through machine learning

Term

Fall 2022

Topic

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Predicting space weather

Term

Fall 2022

Topic

Physical Science/Engineering

Service Utilization, Program intersectionality, and Housing Retention at St. Joseph Center

Conflict Finder: Investigating conflicts of interest in medical research

Visualizing Trends in Student Experience at Research Universities

Accelerating Equitable Access to Environmental Literacy for CA TK-12 Students

Integrating data resources for California plants

Can planting trees help fight climate change? - Building a data-driven framework for evaluating natural climate solutions

Addressing Hospital Pricing & Access to Care

How can teachers' social networks advance climate resilience?

Mapping Orphan Oil Wells in California

Quantifying surface evaporation changes post-wildfire

Promoting Student Well-being in K-12 Education

Symbiotic co-design for Cyber-Physical Systems

Enzyme selection for compostable plastics/rational design of protein-like heteropolymers

Massive Neurophysiology Data for Coma Recovery

Allele specific editing program for CRISPR gene therapy

Detecting and confirming adaptive convergent amino acid evolution in hibernating animals: A computation and CRISPR-based approach

Mapping global terrestrial photosynthesis with machine learning and satellite images

Patterns of HIV Care Engagement in Tanzania

Establishing Sierra Nevada Precipitation Response to Ocean Teleconnections

The Evictions Study

Estimating human-technology team consensus and creativity from physiological signals

Teaching People to Invest

San Francisco Southeast, D10 Needs Insights

Predicting Quantum advantage timeframe

Term

Fall 2022

Topic

Physical Science/Engineering

Natural Capital Valuation Model

Early Learning Data Streamlining

Impact of Climate Change on Mangrove Forests

Longhand

Product Bundling and Consumer Screening in Video Game Markets

Public Editor

Matching Algorithm

Analyzing 3D Data From Augmented Reality Headsets

Spirometry for Access to Pulmonary Care in Underserved Populations