Get started
Author

Alexandra Akins

Observed names: Akins, Alexandra, Akins, Alexandra Gabrielle
ORCID: 0000-0003-4347-8947
Observed ORCID: 0000-0003-4347-8947
OpenAlex ID: A5092281663
Anomaly Detection in Liquid Sodium Cold Trap Operation with Multisensory Data Fusion Using Long Short-Term Memory Autoencoder
2023 · Alexandra Akins, Derek Kultgen, et al. · Energies · 11
PDF
ARTISANS—Artificial Intelligence for Simulation of Advanced Nuclear Systems for Nuclear Fission Technology
2024 · Alexandra Akins, Aidan Furlong, et al. · Nuclear Engineering and Design · 7
Using Physics-Informed Neural Networks to Solve a System of Coupled Nonlinear ODEs for a Reactivity Insertion Accident
2022 · Alexandra Akins, Xu Wu · International Conference on Physics of Reactors (PHYSOR) · 4
Monte Carlo Dropout Uncertainty Quantification of Long Short-Term Memory Autoencoder Anomaly Detection in a Liquid Sodium Cold Trap
2025 · Alexandra Akins, Derek Kultgen, et al. · Nuclear Technology · 3
PDF
Development of physics-consistent conditional diffusion model to overcome data scarcity in critical heat flux
2026 · Farah Alsafadi, Alexandra Akins, et al. · Energy and AI · 2
Machine Learning-Assisted Chemometrics for Concentration Detection from Linear Sweep Voltammetry Measurements
2024 · Alexandra Akins, Amber Polke, et al. · Transactions of the American Nuclear Society · 1
Towards Overcoming Data Scarcity in Nuclear Energy: A Study on Critical Heat Flux with Physics-consistent Conditional Diffusion Model
2025 · Alsafadi, Farah, Akins, Alexandra, et al. · arXiv (Cornell University)
PDF
Development of a Long Short-Term Memory Autoencoder Anomaly Detection Algorithm for a Liquid Sodium Thermal-Hydraulics System.
2025 · Akins, Alexandra Gabrielle · NCSU Libraries Repository (North Carolina State University Libraries)
Utilizing Long Short Term Memory Networks in an Autoencoder for Anomaly Detection for Thermal Mixing in a Water Loop
2022 · Alexandra Akins, Alexander Heifetz · Transactions of the American Nuclear Society
Works count: 9
Citation count: 28
H-index: 3
I10-index: 1
Year
Topic
Type