Browsing Institute for Data Engineering and Science (IDEaS) by Title
Now showing items 5-24 of 30
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Building Trustworthy AI for Environmental Science
(2020-09-25)As climate change affects weather patterns and sea levels rise, the world’s need for accurate, usable predictions of weather and ocean and their impacts has never been greater. At the same time, the quantity and quality ... -
Challenges and Opportunities at the Nexus of Synthetic Biology, Machine Learning, and Automation
(2020-11-13)Inspired by the exponential growth of the microelectronic industry, my lab has been attempting to build a biofoundry that integrates biology, automation and artificial intelligence (AI)/machine learning for rapid prototyping ... -
Collision Course: Artificial Intelligence meets Fundamental Interactions
(2020-10-30)Modern machine learning has had an outsized impact on many scientific fields, and fundamental physics is no exception. What is special about fundamental physics, though, is the vast amount of theoretical, experimental, and ... -
Consumer and Market Analysis: Analytics of Metering Data
(Georgia Institute of Technology, 2016-09-06) -
Convergence of Deep Learning and High Performance Computing: A Paradigm Shift for Multi-Messenger Astrophysics
(Georgia Institute of Technology, 2019-06-11) -
Curating a COVID-19 data repository and forecasting county-level death counts in the United States
(2020-10-23)As the COVID-19 outbreak evolves, accurate forecasting continues to play an extremely important role in informing policy decisions. In this paper, we present our continuous curation of a large data repository containing ... -
Data Infrastructure for Materials and Advanced Manufacturing Workshop : Welcome Address
(Georgia Institute of Technology, 2016-08-25)The goal of this workshop is assess and deliberate on the current state of the data infrastructure supporting the accelerated insertion of new and advanced materials into commercial products. For this purpose, we have ... -
Energy and Data Science Academia Talks
(Georgia Institute of Technology, 2016-09-06) -
Energy in the Information Age
(Georgia Institute of Technology, 2016-09-06) -
Energy Transmission Panel
(Georgia Institute of Technology, 2016-09-06) -
Machine Learning and Anomaly Detection
(Georgia Institute of Technology, 2016-09-06) -
Machine Learning and Event Detection for Population Health
(Georgia Institute of Technology, 2019-06-12) -
National Lab and Government Talks
(Georgia Institute of Technology, 2016-08-25) -
OEM Oriented: Asset Management
(Georgia Institute of Technology, 2016-09-06) -
The Potential of Machine Learning for Improved Diagnostics and Treatment
(Georgia Institute of Technology, 2019-06-12) -
The Science of Stories: Measuring and Exploring the Ecology of Human Stories with Lexical Instruments
(2019-11-06)I will survey our efforts at the Computational Story Lab to measure and study a wide array of social and cultural phenomena using “lexical meters” — online, interactive instruments that use social media and other texts to ... -
Second Order Machine Learning
(Georgia Institute of Technology, 2017-09-22)A major challenge for large-scale machine learning, and one that will only increase in importance as we develop models that are more and more domain-informed, involves going beyond high-variance first-order optimization ... -
South Big Data Innovation Hub 2019 All Hands Meeting - Panel 1: South Hub Priority Areas
(Georgia Institute of Technology, 2019-04-09) -
South Big Data Innovation Hub 2019 All Hands Meeting - Panel 2: Visionary Projects
(Georgia Institute of Technology, 2019-04-09) -
South Big Data Innovation Hub 2019 All Hands Meeting - Panel 3: Industry Panel
(Georgia Institute of Technology, 2019-04-10)