Alexandra Gabrielle Akins
College of Engineering
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Works (2)
Updated: May 30th, 2024 05:01
2024 journal article
ARTISANS-Artificial Intelligence for Simulation of Advanced Nuclear Systems for Nuclear Fission Technology
NUCLEAR ENGINEERING AND DESIGN, 423.
author keywords: Artificial intelligence; Machine learning; Nuclear fission technology; Advanced nuclear reactors
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 8, 2024
2023 journal article
Anomaly Detection in Liquid Sodium Cold Trap Operation with Multisensory Data Fusion Using Long Short-Term Memory Autoencoder
ENERGIES, 16(13).
author keywords: sodium cooled fast reactors; liquid sodium purification; artificial intelligence; long short-term memory autoencoder; anomaly detection; cold trap
TL;DR:
A deep learning long short-term memory (LSTM) autoencoder for continuous monitoring of a cold trap and detection of operational anomaly is developed and results demonstrate detection of anomalies with sensor-averaged SNR < 1.
(via Semantic Scholar)
open access via www.mdpi.com (publisher PDF)
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(Web of Science)
Source: Web Of Science
Added: July 31, 2023
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