Downey, Austin

Associate Professor

Dr. Downey's expertise and research interest include low-latency machine learning, real-time model-updating, adaptive structures, and structural health monitoring.

Biographical Profile

College
College of Engineering & Comp.
Department
Mechanical Engineering
Tenure Status
Tenured

Interest Background

Interest Keywords
low-latency machine learning, real-time model-updating, adaptive structures, structural health monitoring
Personal Focus Areas
Online low-latency machine learning that considers both training and inference, Real-time decision-making and control for structures operating in extreme dynamic environments, In situ monitoring and online validation of additively manufactured components

Recognition Awards, Honors, & Fellowships

Dates Type Description Foundation/Entity
2019 Award SC Open Educational Resources Faculty Grant (SCoer) University of South Carolina Libraries
2023 Award NSF CAREER Award for his research, “Data-Driven Control of High-Rate Dynamic Systems.” National Science Foundation (NSF)
2024 Award Fulbright Scholar Fulbright Foundation
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