Skip to main content

Research

CDAC research addresses important scientific and societal questions through coordinated advances in applications, models, algorithms, and platforms.
Search & Filter
Approaches
Applications
Search
Show Filters
Initiative

AI + Science

A partnership to advance the new frontier of artificial intelligence and scientific discovery.
Machine Learning + AI
Biology + Environment
Medicine + Health
Physics + Astronomy
Project2019

Exploring Climate and Biodiversity with 3D Deep Learning

Machine Learning + AI
Image Analysis
Biology + Environment
Project2019

Quantifying Social Determinants of Cardiovascular Disease

Machine Learning + AI
Data Science
Medicine + Health
Society + Policy
Project2019

The Role of Rapid Bacterial Evolution in Human Health and Disease

Machine Learning + AI
Biology + Environment
Medicine + Health
Project2019

Rational Protein Engineering using Data-Driven Generative Models

Machine Learning + AI
Biology + Environment
Inv.nr: 11615
Project2019

Disentangling Visual Style and Content

Machine Learning + AI
Image Analysis
Arts + Culture
Technology + Entrepreneurship
Project2019

N-body Networks for Jet Physics at the Energy Frontier

Machine Learning + AI
Physics + Astronomy
Project2019

Mobile Decision-Making for Doctors Without Internet

Human Computer Interaction
Medicine + Health
Technology + Entrepreneurship
Project2019

Racial Inequality in Financial Resilience

Data Science
Economics + Business
Society + Policy
Project2019

A Data Processing Pipeline for Police Communications

Data Engineering
Text Analysis
Society + Policy
Project2019

Identifying Optimal Skill and Relationship Mixtures

Data Science
Text Analysis
Economics + Business
Society + Policy
Project2019

Clinical Behavior Analysis via Unsupervised Learning

Machine Learning + AI
Medicine + Health
Project2019

Neural Network Algorithms to Decode the Octopus Neural Network

Machine Learning + AI
Image Analysis
Biology + Environment
Project2019

Is Climate Change Changing Clouds?

Machine Learning + AI
Image Analysis
Biology + Environment
Project2019

Automated Experimental Design for Cosmic Discovery

Machine Learning + AI
Physics + Astronomy
Project2019

Measuring Messages About Race and Gender

Machine Learning + AI
Text Analysis
Arts + Culture
Society + Policy
Project2019

Automated Prostate Cancer Detection Using MRI and Deep Learning

Machine Learning + AI
Image Analysis
Medicine + Health
Project2019

A Data-Driven Trigger System for the Large Hadron Collider

Machine Learning + AI
Physics + Astronomy
This undated handout image provided by NASA/JPL-Caltech/University of Michigan, shows The Four Corners area, in red, left, is the major US hot spot for methane emissions in this map showing how much emissions varied from average background concentrations from 2003-2009 (dark colors are lower than average; lighter colors are higher. Satellite data spotted a surprising hot spot of the potent heat-trapping gas methane over part of the American southwest. Those measurements hint that U.S. Environmental Protection Agency considerably underestimates leaks of natural gas, also called methane. In a new look at methane from space, the four corners area of New Mexico, Colorado, Arizona and Utah jump out in glowing red with about 1.3 million pounds of methane a year. ThatÂ’s about 80 percent more than the EPA figured and traps more heat than all the carbon dioxide produced yearly in Sweden. (AP Photo/NASA, JPL-Caltech, University of Michigan)
Project2019

Machine Learning and Satellite Imaging to Reduce Methane Emissions

Machine Learning + AI
Image Analysis
Biology + Environment
Economics + Business
Project2019

Computer-Assisted Diagnosis of Indeterminate Thyroid Lesions

Machine Learning + AI
Image Analysis
Medicine + Health
Project2019

Learning How To Measure Scientific Images

Machine Learning + AI
Image Analysis
Physics + Astronomy
Project2019

Deciphering Cuneiform with Artificial Intelligence

Machine Learning + AI
Image Analysis
Arts + Culture
Project2019

Health Monitoring Based on Wearable Sweat Sensors

Human Computer Interaction
Sensing + Data Acquisition
Medicine + Health
Technology + Entrepreneurship