Data Analysis and Machine Learning for Nuclear

Comparison of ARIMA and LSTM Performance in Monitoring of Piping Heater Zones of a Liquid Sodium Loop

10:00–10:20AM EDT

Maria Pantopoulou (Purdue), Derek Kultgen (ANL), Lefteri Tsoukalas (Purdue), Alexander Heifetz (ANL)

Comparison of SVM and LSTM Performance in Monitoring of Thermal Hydraulic Sensors

10:20–10:40AM EDT

Stella Pantopoulou (Purdue), Anthonie Cilliers (Kairos Power), Lefteri Tsoukalas (Purdue), Alexander Heifetz (ANL)

Conceptual Machine Learning-Based Strategy for Molten Salt Heat Exchanger Channel Plugging Detection and Localization

10:40–11:00AM EDT

Konstantinos Prantikos (Purdue), Taeseung Lee (ANL), Lefteri H. Tsoukalas (Purdue), Alexander Heifetz (ANL)

Data Analytics for System State Identification and Decision Support by Using AI and Physics Information

11:00–11:20AM EDT

Junyung Kim (Rensselaer Polytechnic Institute), Hyun Gook Kang (Rensselaer Polytechnic Institute)

A Physical Testbed for Nuclear Cybersecurity Research

11:20–11:40AM EDT

Vasileios Theos (Purdue), Konstantinos Gkouliaras (Purdue), Zachery Dahm (Purdue), True Miller (Purdue), Brian Jowers (Purdue), Stylianos Chatzidakis (Purdue)