Systematic Construction of Neural Forms for Solving Partial Differential Equations Inside Rectangular Domains, Subject to Initial, Boundary and Interface Conditions PL Lagari, LH Tsoukalas, S Safarkhani, IE Lagaris International Journal on Artificial Intelligence Tools 29 (05), 2050009, 2020 | 62 | 2020 |
Variance Counterbalancing for Stochastic Large-Scale Learning PL Lagari, LH Tsoukalas, IE Lagaris International Journal on Artificial Intelligence Tools, 2020 | 6 | 2020 |
Application of Artificial Neural Networks to Reliable Nuclear Data for Nonproliferation Modeling and Simulation PL Lagari, V Sobes, M Alamaniotis, LH Tsoukalas International Journal of Monitoring and Surveillance Technologies Research …, 2016 | 5* | 2016 |
Evaluation of Human Machine Interface (HMI) in Nuclear Power Plants with Fuzzy Logic Method PL Lagari, A Nasiakou, R Fainti, K Mao, LH Tsoukalas, R Bean, ... 2016 7th International Conference on Information, Intelligence, Systems …, 2016 | 5 | 2016 |
Evaluation of Human Machine Interface (HMI) on a Digital and Analog Control Room in Nuclear Power Plants Using a Fuzzy Logic Approach PL Lagari, A Nasiakou, M Alamaniotis International Journal of Monitoring and Surveillance Technologies Research …, 2016 | 5 | 2016 |
Data-Based Defense-in-Depth of Critical Systems S Pantopoulou, PL Lagari, CH Townsend, LH Tsoukalas International Conference on Dynamic Data Driven Application Systems, 283-290, 2020 | 2 | 2020 |
Fuzzy Logic Method for Joint Human Machine Interface Evaluation in Nuclear Power Plants PL Lagari, K Mao, LH Tsoukalas, M Alamaniotis ANS Student Conference, 2016 | 2 | 2016 |
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 |
An RBF Neural Network Approach in Radionuclide Identification of Unknown Sources Utilizing γ-Ray Spectra PL Lagari Purdue University, 2017 | 1 | 2017 |
Real-time characterization of damage in ceramic matrix composites using IR thermography and acoustic emission EZ Kordatos, DG Aggelis, KG Dassios, PLI Lagari, TE Matikas Smart Sensor Phenomena, Technology, Networks, and Systems Integration 2012 …, 2012 | 1 | 2012 |
AI and Machine Learning for SNM detection and Solution of PDEs with Interface Conditions PL Lagari Purdue University, 2022 | | 2022 |
Neural Network Based Solution of Heat Equation for Thermography Modelling PL Lagari, A Heifetz, L Tsoukalas APS March Meeting Abstracts 2022, W31. 006, 2022 | | 2022 |
Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending PL Lagari, LH Tsoukalas, S Safarkhani, IE Lagaris arXiv preprint arXiv:2104.14715, 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, 10, 2021 | | 2021 |
Testing the Sensitivity of a Neural Based Identification Algorithm to Shielding Levels PL Lagari, S Weidenbenner, M Alamaniotis, CK Choi, LH Tsoukalas Transactions 118 (1), 779-782, 2018 | | 2018 |