Research @ UVA Engineering
Engineering for the Cyber FutureOur researchers are not merely reacting to the cyber age, we are catalyzing it. Machine learning, cybersecurity, high performance computing, intelligent memory systems, avalanche photodiodes, ultra-low-power chips: These are just some of the technologies essential to such next-generation projects as the Internet of Things and 100 Gbps Ethernet, and they are just some of the areas in which UVA Engineering holds world-class expertise.
Research Area
Advanced and Secure Computing Cyber-Physical and Autonomous Systems Human Technology Interaction Data Science, AI/ML and Simulation-
CAREER Award: Designing the Next Generation of Wireless Communications Systems
Working in partnership with industry, Shen's machine-learning models can be prototyped, standardized and integrated into real systems.
-
CAREER Award: Teaching Machines the Art of Human Decision-Making
Li’s models will generate deeper insights into observational data to help people make better decisions.
-
Airman Magazine: Hypersonics
Associate Professor Christopher P. Goyne is featured in Airman Magazine. His lab is providing valuable data to help develop technologies for the extreme environment of hypersonic flight.
-
Shouts and Whispers
NSF grant extends research in statistical signal processing, ML and matrix theory, as well as practical communications engineering.
-
A Messenger for Medicine
Yanjun Qi is using powerful deep-learning models to analyze biomedical data to uncover how genes and messenger RNA interact.
-
Computer science professor David Evans and his team conduct experiments to understand security and privacy risks associated with machine learning
David Evans, professor of computer science in the University of Virginia School of Engineering and Applied Science, is leading research to understand how machine learning models can be compromised.
-
UVA Biocomplexity Institute Developing Artificial Intelligence for Agriculture
Researchers at UVA Biocomplexity Institute are founding partners of a national research institute that will develop artificial intelligence-driven solutions for some of agriculture’s biggest problems.
-
A Data Science Student’s Algorithm Has the NFL’s Full Attention
Alex Stern, who graduated in May with degrees in quantitative statistics and computer science, was a finalist at the Big Data Bowl, a National Football League-sponsored analytics competition for students.
-
Rising Star
Balachandran Brings Machine Learning to the Search for New Materials