| Monitoring of Temperature Measurements for Different Flow Regimes in Water and Galinstan with Long Short-Term Memory Networks and Transfer Learning of Sensors S Pantopoulou, V Ankel, MT Weathered, DD Lisowski, A Cilliers, ... Computation 10 (7), 108, 2022 | 4 | 2022 |
| Cybersecurity in the PUR-1 Nuclear Reactor S Pantopoulou Purdue University, 2021 | 2 | 2021 |
| One-step ahead prediction of thermal mixing tee sensors with long short term memory (lstm) neural networks V Ankel, S Pantopoulou, M Weathered, D Lisowski, A Cilliers, A Heifetz Argonne National Lab.(ANL), Argonne, IL (United States), 2020 | 2 | 2020 |
| Data-based defense-in-depth of critical systems S Pantopoulou, PL Lagari, CH Townsend, LH Tsoukalas Dynamic Data Driven Applications Systems: Third International Conference …, 2020 | 2 | 2020 |
| Secure decision making and inference in critical systems S Pantopoulou, M Pantopoulou, LH Tsoukalas 2021 12th International Conference on Information, Intelligence, Systems …, 2021 | 1 | 2021 |
| Critical systems under cyber threats S Pantopoulou, PL Lagari, CH Townsend, LH Tsoukalas 2020 11th International Conference on Information, Intelligence, Systems and …, 2020 | 1 | 2020 |
| Comparison of SVM and LSTM Performance in Monitoring of Thermal Hydraulic Sensors S Pantopoulou, A Cilliers, L Tsoukalas, A Heifetz ANS Annual Meeting 2023, 2023 | | 2023 |
| Transfer Learning Long Short-Term Memory (TL-LSTM) Network for Molten Salt Reactor Sensor Monitoring S Pantopoulou, A Cilliers, L Tsoukalas, A Heifetz ANS Winter Meeting 2022 127 (1), 272-275, 2022 | | 2022 |
| Monitoring and Secure Communications for Small Modular Reactors M Pantopoulou, S Pantopoulou, M Roberts, D Kultgen, L Tsoukalas, ... International Conference on Dynamic Data Driven Applications Systems, 144-151, 2022 | | 2022 |
| Augmented Data Generation for Thermocouple Sensors Time Series with Generative Adversarial Network S Pantopoulou, D Lisowski, A Cilliers, L Tsoukalas, A Heifetz ANS Annual Meeting 2022 126 (1), 213-215, 2022 | | 2022 |
| Machine Learning for Estimation of Fiber Optics Temperature Field Sensing in a Thermal Hydraulic Flow Loop S Pantopoulou, M Weathered, D Lisowski, L Tsoukalas, A Heifetz APS March Meeting Abstracts 2022, W31. 005, 2022 | | 2022 |
| LSTM Validation of Fiber Optics Distributed Temperature Sensing S Pantopoulou, D Lisowski, A Cilliers, A Heifetz ANS Winter Meeting 2021 125 (1), 274-276, 2021 | | 2021 |
| Development of a Gamma-Ray Radionuclide Library for the Identification of Gamma Spectra PL Lagari, S Pantopoulou, M Alamaniotis, LH Tsoukalas Nuclear Technology 207 (8), 1270-1279, 2021 | | 2021 |
