Coincidence anomaly detection for unsupervised locating of edge localized modes in the DIII-D tokamak dataset.
Mach. Learn. Sci. Technol., 2024
Real-time confinement regime detection in fusion plasmas with convolutional neural networks and high-bandwidth edge fluctuation measurements.
Mach. Learn. Sci. Technol., 2024
At-the-Edge Data Processing for Low Latency High Throughput Machine Learning Algorithms.
Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022
Implementation of a Framework for Deploying AI Inference Engines in FPGAs.
Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022
fairDMS: Rapid Model Training by Data and Model Reuse.
Proceedings of the IEEE International Conference on Cluster Computing, 2022
An approach to characterizing spatial aspects of image system blur.
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Stat. Anal. Data Min., 2021
Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval.
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CoRR, 2021
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval.
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Proceedings of the 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2021