Data Discovery Projects

Fall 2024 Award Winners

Exploring Tumor Microenvironment Interactions: Tools and Workflows for ER+ Breast Cancer

Data Science Insights Award

Kiara Monahan, Nikita Chauhan, Lijun Yao, Alejandro Chibly

Project AEI - The Construction of an Emotionally Intuitive Voice Assistant & An A.I. Wellness Analytics Portal For Social Good

Team Collaboration Award

Kai Koerber, Cady He, Naz Col, Syrus Aslam, Hanqi Xiong, Henry Cen, Hemani Patel, Maahir Sachdev, Melania Ohanian, Mason Zhang, Salma Mufti, Nawoda Wijesooria, Tim Matthew Choy

Fall 2024 Award Winners

Exploring Tumor Microenvironment Interactions: Tools and Workflows for ER+ Breast Cancer

Project AEI - The Construction of an Emotionally Intuitive Voice Assistant & An A.I. Wellness Analytics Portal For Social Good

LLM Knowledge Editing and Localization

Physics-Informed Deep Learning for Flow Prediction and Flood Control: A Case Study in the Russian River Basin

Leveraging Admission and Serial Transcriptomic Data to Improve Delirium Prediction in COVID-19 Patients

What is the impact of mandated child abuse reporting on youth services?

Language Model Supported Data Scraping Tool for Wastewater-Related Contaminants

Discovery Projects

What is the impact of mandated child abuse reporting on youth services?

West Coast Oceanic Core Sample Analysis

Viola Walk Home: Route Safety Optimization

Un-Tilted: Prevent Aggression and Promote Choice in At-Risk Youth with Back-End Data Analysis

UCSF Clelland Lab: Building unbiased off-target methods for new CRIPR gene therapies

Training New BART employees through LLM RAG

Topic segmentation analysis during multi-party conversation

Time series models for analyzing network utilization in regional scientific caches

Text simplification for children

Tech startup targeting the immersive experience economy

Social network analysis application for crime analysis

Project AEI: The Construction of a Emotionally Intuitive Voice Assistant and An AI Wellness Analytics Portal for Social Good

Poker LLM: Evaluating planning capabilities via poker

Physics-Informed Deep Learning for Flow Prediction and Flood Control: A case study in the Russian River Basin

ONGB: Student Absenteeism in Oakland Unified School District

Network Analytics for Collaboration at Arm

Modeling CH4 emission from U.S. Coastal Wetlands

LLM Knowledge Editing and Localization

Leveraging Admission and Serial Transcriptiomic Data to improve Delirium Prediction in COVID-19 Patients

Latent Variable Models for Simulated Gene Expression Data with Interventions

Language model supported data scraping tool or wastewater related contaminants

Investigation into Democracy: Department of Political Science

Interactive dashboard to explore impact of social determinants of health on coronary artery disease outcomes

Innovation and Gender: A Case Study of Design and Technical Specifications on the Apple Watch

Ideas and the changing global economy

Global Private Equity

Generating an effective representation for electronic health record data using language model

Fusing Deep Learning and 3D Molecular Models for Drug Discovery

Floodplain and Wetland Mapping and Classification of the Okavango Delta, Botswana

Findings Applications of LLMs to Planning

FactGrid Wikibase: Wikidata NLP & Digital Publication Pipeline

Exploring Tumor Microenvironment Interactions: Tools and Workflows for ER + Breast Cancer

Evolution of aging concepts in scholarly literature

Evolution of Aging Concepts

EpiNu Advancing Food Security Solutions

Environmental Intelligence Using Machine Learning

Enhancing Managerial Excellence with ChatGPT and Retrieval Augmented Generation: The Berkeley Administrative Management Professionals (AMP) Toolkit

Empowering Families LLM Applications for ADHD and Genetic Risk in Parents and Children

Empirical Analysis of FDA Citizen Petitions

Developing an OCR Wikibase Pipeline for Place Names in the RGTC Series