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

Longitudinal data harmonization of child development in Latin America

Linking Scientific Articles to Media Mentions

Natural language processing (NLP)

Geospatial Analysis for Wildland-Urban Interface fire

Geographic information system (GIS)

Machine Learning (ML)

Using vision transformer for retinal video object detection and instance-level semantic segmentations

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Continued Research in D10 and San Francisco Districts

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Geographic information system (GIS)

Real-Time Damage Assessment for Aerial Drone Imagery and Videos using AI

Term

Spring 2023

Topic

Physical Science/Engineering

Technical Area(s)

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Machine Learning-based design and modeling of Analog/Mixed-Signal Circuits

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Neuroprotective targets for treating Glaucoma

Un-supervised behavioural classification of laboratory mice

Machine Learning (ML)

Photogrammetric model volume studies for forest fire fuel load analysis

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Reconstructing the evolution of river systems across the Cretaceous-Paleogene boundary 66 million years ago

Geographic information system (GIS)

The Eviction Research Network

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Geographic information system (GIS)

Natural language processing (NLP)

Diversity, Dominance, & Discrimination: "Dominance Terms" in Venture Capital Contracts

Machine Learning (ML)

Natural language processing (NLP)

Analyzing internet broadband availability to close the digital divide

Platforms/Infrastructure

Technical Area(s)

Geographic information system (GIS)

How Data can Accelerate Environmental Literacy for All CA TK-12 Students

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Geographic information system (GIS)

The Power of Health in Africa: Remote sensing of power quality and reliability in Congolese health facilities

Geographic information system (GIS)

Creating patient summary using NLG

Machine Learning (ML)

Natural language processing (NLP)

The Child and Adolescent Needs and Strengths (CANS) and Youth Outcomes

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Geographic information system (GIS)

Scalable data analytics of off-grid solar receivables payments in Africa

Platforms/Infrastructure

Technical Area(s)

Natural language processing (NLP)

Supreme Court Opinion Draft Viewer

Natural language processing (NLP)

Text Analysis of Securities and Exchange Commission Comments and Rules

Machine Learning (ML)

Natural language processing (NLP)

Diversity Tagging and Scoring for Films and TV

Natural language processing (NLP)

High spatial resolution mapping of emissions and air

Geographic information system (GIS)

Machine Learning (ML)

Meta-analysis methods for publicly available datasets for Inflammatory bowel disease

Using Data Science and Text Mining to Improve Classification and Analysis of Healthy Start Grantee Progress Reports

Natural language processing (NLP)

Creating Machine Readable Well Test Data to Support Reservoir Evaluation and CCUS Efforts

Machine Learning (ML)

Natural language processing (NLP)

Technovation's data dashboard

Platforms/Infrastructure

Technical Area(s)

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Categorization of journal entries of Operation Control Center (OCC)

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Using Machine Learning for 2D Seismic Facies Classification Along the Pacific Outer Continental Shelf

Machine Learning (ML)

SFFD EMS and Community Paramedicine

Platforms/Infrastructure

Technical Area(s)

Geographic information system (GIS)

Machine Learning (ML)

Spirometry AI

Machine Learning (ML)

We Have to Talk: Resolving Conflict Through Spoken Conversation

From siloed databases to linked open data via Wikibase

Natural language processing (NLP)

Filling Gaps in Social Demographic Data using Machine Learning, Energy Consumption, and Alternative Data

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Automated Quality Control and Analysis of Histopathology Images

Machine Learning (ML)

Estimating human-technology team consensus and creativity from physiological signals

Term

Spring 2023

Topic

Physical Science/Engineering

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Analysis of Snowfall Storms Dynamics in the Western US

Geographic information system (GIS)

Investigating the Ethics of AI Art

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Machine Learning (ML)

United Nations Country Team Report

Platforms/Infrastructure

Denoising to improve drug discovery assay models

Machine Learning (ML)