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

Traffic Signal Conditions Tested by a Robot

Term

Fall 2023

Datahub

Term

Fall 2023

ChatBots: What can they be really used for?

Term

Fall 2023

Mobility Analytics

Term

Fall 2023

Hospital Affiliations in California: Trends and Impacts

Determining success

Geographic information system (GIS)

FactGrid Cuneiform

Social Listening on Vaccine Confidence in Southeast Asia

Machine Learning (ML)

Natural language processing (NLP)

Seven Million Demand Elasticities

Geographic information system (GIS)

HERE to Promote Student Well-being in K-12 Education

Platforms/Infrastructure

Social Sciences

Deep learning for pharmacokinetics and pharmacodynamics

Machine Learning (ML)

Benchmark dataset generation for discovery biologics

Machine Learning (ML)

Simulating Police Responses to Calls for Service

Geographic information system (GIS)

Cleaning criminal justice data

Machine Learning (ML)

Natural language processing (NLP)

Catalyzing a global movement of food systems leaders, powered by plants and data

LMC: Language Model Calibration

Natural language processing (NLP)

FHA: Faculty Hiring Analysis

Platforms/Infrastructure

Valuation of Nature Capital

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Global Poverty and Practice Minor Organizations (GPP Orgs) Database

Natural Language Processing for raw naturalistic audio data to learn about parent-child interaction in low-income households

Natural language processing (NLP)

UN Common Country Analysis (CCA)

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Cooperation Frameworks (CF) Good Practices Database

Platforms/Infrastructure

Social Sciences

Reconstructing 2D CT dicom images into 3D volumes and perform registration-based quality check

Geographic information system (GIS)

AIrish

Natural language processing (NLP)

Role of climate change in infectious disease pandemic

Geographic information system (GIS)

NGO Insights Dashboard

Geographic information system (GIS)

Impacts of localized artificial enhancement of sea ice albedo in Arctic for the Fire-weather Worldwide

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Data and Genome Sciences Department: Network modeling to infer sparse gene co-expression estimates from single-cell sequencing data

Automated Optical Structure Recognition and Activity Extraction

Machine Learning (ML)

Natural language processing (NLP)

Machine Learning for Optimised Magnetic Field Computation

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

The Causes and Consequences of Physician Misconduct

Natural language processing (NLP)

Visualizing Trends in Student Experience at Research Universities

Platforms/Infrastructure

The impact of personal networks on advancing environmental education in schools

Geographic information system (GIS)

Natural language processing (NLP)

Current Status of the Arctic-related research cooperation between U.S., Russian, and Chinese

Machine Learning (ML)

Natural language processing (NLP)

The Project on Arms Trade History

Geographic information system (GIS)

Fuel management in pebble bed reactors

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Toward Computational Literature Reviews: Analyzing Organizational Theories through Citations and Concepts

Natural language processing (NLP)

Ensuring the Longevity of Just As Special's Foster Care Resource Database

Term

Spring 2023

Topic

Platforms/Infrastructure

Project AEI

Machine Learning (ML)

Natural language processing (NLP)

Building allele analyzer from human genomes for CRISPR gene therapy