Data Science Discovery Projects | CDSS at UC Berkeley

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

Predicting Overall Team Performance From Physiological Signals - Spring 2023 Discovery Project

Predicting Overall Team Performance From Physiological Signals

HVAC

Optimizing HVAC Operations and Indoor Environments through Predictive Modeling

Opportunities and Risks of AI in Pancreatic Cancer Detection

Opportunities and Risks of AI in Improving Pancreatic Cancer Detection

The Unnatural Translation Database: Streamlining data entry through automation

The Unnatural Translation Database: Streamlining data entry through automation

Development of Building Component Fragility Database to Support Recovery-Based Seismic Analysis and Design

Fiber Reinforced Polymer (FRP) Retrofitted Shear Wall Relational Database Development

Measuring Minority Political Rights

Measuring Minority Political Rights

Cross-Regional Lead Service Line Prediction using Machine Learning

Cross-Regional Lead Service Line Prediction using Machine Learning

Advancing Higgs Boson Research Through B-Jet Classification with Machine Learning

Advancing Higgs Boson Research Through B-Jet Classification with Machine Learning

IRLE “Do Labor Market Policies Reduce Racial and Ethnic Disparities in Mental Health and Substance Use?"

2D Visualization of 3D Data Utilizing ParaView and Discourse

Identifying the Epigenetic and Expression Profile of Regulatory T Cells Expressing an Ezh2 Gain of Function Mutation

I-School: Detecting Illegal Sand Mining With Deep Learning and Remote Sensing

Edit Research Project Human-I-T: Proving that Public/Private Partnerships Promote Digital Equity

Human-I-T: Proving that Public/Private Partnerships Promote Digital Equity

Building a More Accessible Web - Fall 2023 Discovery Project

Gauge - Building a More Accessible Web

Using graph neural networks to identify quark collisions in a particle collider

Using Graph Neural Networks to Identify Quark Collisions in a Particle Collider

UCSC MARINe

UCSC MARINe

UC Berkeley, Stanford University || Adoption of new technologies, women's safety, and trust in formal institutions

UC Berkeley, Stanford University || Adoption of new technologies, women's safety, and trust in formal institutions

UC Berkeley Shekhar Lab: Evolution of retinal cell types

UC Berkeley Shekhar Lab: Evolution of retinal cell types

Trends for birth, acquired, and age-related disabilities, VOSAP - Fall 2023 Discovery Project

Trends for birth, acquired, and age-related disabilities, VOSAP

Transforming AI Capabilities in HR: HUELLA's Strategic Enhancement of Candidate Evaluation

Transforming AI Capabilities in HR: HUELLA's Strategic Enhancement of Candidate Evaluation

Tracking Eminent Domain and Tax Foreclosure Over Time

Tracking Eminent Domain and Tax Foreclosure Over Time

Towards a New Outcome Based Contracting Model for Full Service Partnerships

Towards a New Outcome Based Contracting Model for Full Service Partnerships

Ting Xu Group, UC Berkeley: Interaction between Random Heteropolymers and metal ions: Perspective from selective lanthanides separation - Fall 2023

Interaction between Random Heteropolymers and metal ions: Perspective from selective lanthanides separation

The Sierra Nevada Beaver Project

The Sierra Nevada Beaver Project

The Construction of a Real-time Emotion-Based Content Recommender and a Physical Behaviour Prediction System

The Construction of a Real-time Emotion-Based Content Recommender and a Physical Behaviour Prediction System

Technovation | Analyzing Students' Submitted Projects

Technovation | Analyzing Students' Submitted Projects

Survey Documentation of Substance Abuse and Mental Health Disparities Within Racial and Ethnic Groups in the U.S.

Survey Documentation of Substance Abuse and Mental Health Disparities Within Racial and Ethnic Groups in the U.S.

TV camera crews station in front of the Supreme Court building on Tuesday in Washington, D.C. Anna Moneymaker/Getty Images

Supreme Court Opinion Draft Viewer

Studying Data Access Patterns Using dCache Logs

Studying Data Access Patterns Using dCache Logs

Spectral Images an AI Data Driven Approach

Spectral Images an AI Data Driven Approach

Rocketship: The Next Step in Public Education: Factors influencing elementary student success and family engagement - Fall 2023 Discovery Project

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

Resilient Energy Allocation System for Extreme Weather: Balancing AC Demand and Fire Safety - Fall 2023 Discovery Project

Resilient Energy Allocation System for Extreme Weather: Balancing AC Demand and Fire Safety

Reproducability with Data Sceince

RECAST - Flexible and Scalable Earthquake Modeling Fall 2023 Discovery Project

RECAST - Flexible and Scalable Earthquake Modeling

Climformatics Inc: Building proactive climate-smart technologies to prevent heat- related human health hazard and mortality

Building Proactive Climate-Smart Technologies to Prevent Heat-Related Human Health Hazard and Mortality

Gamifying Cognitive Training for Emotion Regulation - Fall 2023 Discovery Project

Gamifying Cognitive Training for Emotion Regulation

Climformatics Arctic Restoration

Machine Learning Models for Arctic Climate Restoration

Transforming Legacy Engineering Reports into Useful Machine Readable Information

Transforming Legacy Engineering Reports into Useful Machine Readable Information

Better Learning Through Better Learning Spaces

A Novel Database Design for Better Learning Experiences and Outcomes