Lefteri H. Tsoukalas
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Lefteri H. Tsoukalasengineering Degrees
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Electrical Engineering
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Engineering
Why Is Lefteri H. Tsoukalas Influential?
(Suggest an Edit or Addition)According to Wikipedia, Lefteri H. Tsoukalas is a professor of engineering and founding director of the AI Systems Lab at Purdue University. He has served as head of the School of Nuclear Engineering of Purdue University and as Chairman of the United States Nuclear Engineering Department Heads Organization.
Lefteri H. Tsoukalas's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Fuzzy and neural approaches in engineering (1997) (1236)
- From smart grids to an energy internet: Assumptions, architectures and requirements (2008) (224)
- Flow regime identification methodology with neural networks and two-phase flow models (2001) (145)
- Vertical two-phase flow identification using advanced instrumentation and neural networks (1998) (143)
- Development and Validation of a Battery Model Useful for Discharging and Charging Power Control and Lifetime Estimation (2010) (129)
- MATLAB Supplement to Fuzzy and Neural Approaches in Engineering (1997) (120)
- Soft computing technologies in nuclear engineering applications (1999) (85)
- Wind speed forecasting for power system operational planning (2005) (78)
- Evolutionary Multiobjective Optimization of Kernel-Based Very-Short-Term Load Forecasting (2012) (74)
- Financial prediction and trading strategies using neurofuzzy approaches (1998) (70)
- Genetic Optimal Regression of Relevance Vector Machines for Electricity Pricing Signal Forecasting in Smart Grids (2015) (69)
- Generalized fuzzy indices for similarity matching (2001) (67)
- Neural-wavelet Methodology for Load Forecasting (2001) (61)
- Investigation of vertical slug flow with advanced two-phase flow instrumentation (2001) (59)
- Nuclear wasteform materials: Atomistic simulation case studies (2013) (42)
- PMU data characterization and application to stability monitoring (2006) (40)
- A neurofuzzy methodology for impedance-based multiphase flow identification (1997) (38)
- Advanced automation concepts for large-scale systems (1991) (35)
- Virtual Budget: Integration of electricity load and price anticipation for load morphing in price-directed energy utilization (2018) (33)
- Integration of Neural Networks with Fuzzy Reasoning for Measuring Operational Parameters in a Nuclear Reactor (1993) (33)
- Towards an Energy Internet: A Game-Theoretic Approach to Price-Directed Energy Utilization (2010) (33)
- Developing a cosmic ray muon sampling capability for muon tomography and monitoring applications (2015) (31)
- Neurofuzzy Motion Planners for Intelligent Robots (1997) (29)
- Analysis of Spent Nuclear Fuel Imaging Using Multiple Coulomb Scattering of Cosmic Muons (2016) (28)
- Defects, dopants and Li-ion diffusion in Li2SiO3 (2019) (28)
- Systematic Construction of Neural Forms for Solving Partial Differential Equations Inside Rectangular Domains, Subject to Initial, Boundary and Interface Conditions (2020) (28)
- Fuzzy-Logic Radioisotope Identifier for Gamma Spectroscopy in Source Search (2013) (27)
- Modeling Energy Consumption and Lifetime of a Wireless Sensor Node Operating on a Contention-Based MAC Protocol (2017) (26)
- Interaction of cosmic ray muons with spent nuclear fuel dry casks and determination of lower detection limit (2016) (26)
- Towards smart energy systems: application of kernel machine regression for medium term electricity load forecasting (2016) (26)
- Regression to fuzziness method for estimation of remaining useful life in power plant components (2014) (25)
- A pareto optimization approach of a Gaussian process ensemble for short-term load forecasting (2011) (24)
- An internet of things architecture for preserving privacy of energy consumption (2016) (22)
- Multi-agent-based anticipatory control for enhancing the safety and performance of Generation-IV nuclear power plants during long-term semi-autonomous operation (2003) (22)
- Denoising electrical signal via Empirical Mode Decomposition (2007) (22)
- Neurofuzzy approaches to anticipation: a new paradigm for intelligent systems (1998) (22)
- Inventing energy internet The role of anticipation in human-centered energy distribution and utilization (2008) (21)
- Monthly load forecasting using kernel based gaussian process regression (2014) (21)
- Hybrid fuzzy-neural flow identification methodology (1996) (20)
- Assessment of Fuzzy Logic Radioisotopic Pattern Identifier on Gamma-Ray Signals with Application to Security (2014) (19)
- Australian Electricity Market (2002) (18)
- A new hybrid neural-genetic methodology for improving learning (1997) (18)
- Kernel-Based Machine Learning for Background Estimation of NaI Low-Count Gamma-Ray Spectra (2013) (16)
- A Review of Incentive Based Demand Response Methods in Smart Electricity Grids (2015) (16)
- Smart Grids: Importance of Power Quality (2010) (16)
- Demos: A Distributed Model based on Autonomous, Intelligent Agents with Monitoring and Anticipatory Responses for Energy Management in Smart Cities (2014) (16)
- Pareto-Optimal Gamma Spectroscopic Radionuclide Identification Using Evolutionary Computing (2013) (16)
- Path planning in a 2-D known space using neural networks and skeletonization (1997) (14)
- Application of Fireworks Algorithm in Gamma-Ray Spectrum Fitting for Radioisotope Identification (2015) (14)
- Virtual cost approach: Electricity consumption scheduling for smart grids/cities in price-directed electricity markets (2014) (14)
- Privacy-Driven Electricity Group Demand Response in Smart Cities Using Particle Swarm Optimization (2016) (14)
- Describing oxygen self-diffusion in PuO2 by connecting point defect parameters with bulk properties (2015) (14)
- A neurofuzzy approach for the anticipatory control of complex systems (1996) (13)
- Chaotic neural networks for intelligent signal encryption (2014) (13)
- An Innovative Fuzzy-Logic-Based Methodology for Trend Identification (2001) (12)
- A hybrid neural network---fuzzy logic approach to nuclear power plant transient identification (1991) (12)
- Reconstructive inverse dynamics control and application to xenon-induced power oscillations in pressurized water reactors (1991) (12)
- Enhanced Short-Term Load Forecasting Using Artificial Neural Networks (2021) (12)
- Implementing Virtual Buffer for Electric Power Grids (2007) (12)
- Techno-Economic Analysis of a Stand-Alone Hybrid System: Application in Donoussa Island, Greece (2021) (12)
- Exploring the Use of Muon Momentum for Detection of Nuclear Material Within Shielded Spent Nuclear Fuel Dry Casks (2017) (11)
- Enhancing privacy of electricity consumption in smart cities through morphing of anticipated demand pattern utilizing self-elasticity and genetic algorithms (2019) (11)
- Intelligent Recognition of Signature Patterns in NRF Spectra (2011) (11)
- Very-short term forecasting of electricity price signals using a Pareto composition of kernel machines in smart power systems (2015) (11)
- Probabilistic Kernel Approach to Online Monitoring of Nuclear Power Plants (2012) (11)
- Use of neural networks to monitor power plant components (1992) (11)
- An autonomous intelligent wheelchair for assisting people at need in smart homes: A case study (2015) (10)
- Day-ahead electricity price forecasting using optimized multiple-regression of relevance vector machines (2012) (10)
- Performance Metrics for Intelligent Systems An Engineering Perspective (2002) (10)
- Modeling instructible robots for waste disposal applications (1996) (10)
- A multisignal detection of hazardous materials for homeland security (2009) (10)
- Novel AI approaches in power systems (1999) (10)
- Neuro-SVM Anticipatory System for Online Monitoring of Radiation and Abrupt Change Detection (2013) (9)
- Layered-based approach to virtual storage for smart power systems (2013) (9)
- On determining and completing incomplete states in STRIPS domains (1999) (9)
- Expert system driven fuzzy control application to power reactors (1990) (8)
- Neurofuzzy Anticipatory Systems: A New Approach to Intelligent Control (1997) (8)
- COUPLED PROBABILITY-POSSIBILITY METHOD FOR DECISION-MAKING IN KNOWLEDGE-BASED SYSTEMS. (1986) (8)
- PEAKSEEK: A Statistical Processing Algorithm for Radiation Spectrum Peak Identification (2009) (8)
- Probabilistic kernel machines for predictive monitoring of weld residual stress in energy systems (2018) (8)
- Gaussian Processes for State Identification in Pressurized Water Reactors (2013) (8)
- Next-generation hearing prosthetics (2003) (7)
- Creep Rupture Forecasting: A Machine Learning Approach to Useful Life Estimation (2014) (7)
- MatGridGUI — A toolbox for GridLAB-D simulation platform (2016) (7)
- An Incentive-Based Implementation of Demand Side Management in Power Systems (2021) (7)
- Three-phase congestion prediction utilizing artificial neural networks (2016) (7)
- Anticipatory systems using a probabilistic-possibilistic formalism (1990) (7)
- Monitoring performance of devices using a coupled probability- possibility method (1988) (7)
- Multi-kernel anticipatory approach to intelligent control with application to load management of electrical appliances (2016) (7)
- Optimal Assembly of Support Vector Regressors with Application to System Monitoring (2012) (7)
- A hybrid expert system-neural networks methodology for anticipatory control in a process environment (1990) (7)
- Enhancing nuclear power plant performance through the use of artificial intelligence. Final (third annual) report, June 1, 1990--March 31, 1992: Part 1, Overview and publications (1989) (7)
- A three-stage scheme for consumers' partitioning using hierarchical clustering algorithm (2017) (6)
- Fuzzy neural control (1994) (6)
- Anticipatory monitoring and control in a process environment (1989) (6)
- Classification and Imaging of Spent Nuclear Fuel Dry Casks Using Cosmic Ray Muons (2017) (6)
- Hybrid expert system; Neural network methodology for transient identification (1991) (6)
- Implementing smart energy systems: Integrating load and price forecasting for single parameter based demand response (2016) (6)
- Neurofuzzy characterization of financial time series in an anticipatory framework (1997) (6)
- Monitoring nuclear reactor systems using neural networks and fuzzy logic (1991) (6)
- Kernel Regression Based Short-Term Load Forecasting (2006) (6)
- A methodology for performing virtual measurements in a nuclear reactor system (1992) (5)
- Short-term acoustic forecasting via artificial neural networks for neonatal intensive care units. (2012) (5)
- Fusion of Gaussian Process Kernel Regressors for Fault Prediction in Intelligent Energy Systems (2016) (5)
- PERFORMANCE MONITORING AND DIAGNOSIS IN A PROCESS ENVIRONMENT USING A PROBABILITY-POSSIBILITY APPROACH. (1988) (5)
- Anticipation of minutes-ahead household active power consumption using Gaussian processes (2015) (5)
- Signal trend identification with fuzzy methods (1999) (5)
- Multiobjective Unfolding of Shared Power Consumption Pattern Using Genetic Algorithm for Estimating Individual Usage in Smart Cities (2015) (5)
- Backpropagation Neural Network for Interval Prediction of Three-Phase Ampacity Level in Power Systems (2016) (5)
- Anticipatory driven nodal electricity load morphing in smart cities enhancing consumption privacy (2017) (5)
- Application of neural networks and fuzzy systems to power plants (1994) (5)
- Assessment of Gamma-Ray-Spectra Analysis Method Utilizing the Fireworks Algorithm for Various Error Measures (2018) (5)
- Neuro-Fuzzy Approaches to Anticipatory Control (1995) (5)
- Intelligent Order-Based Method for Synthesis of NRF Spectra and Detection of Hazardous Materials (2009) (4)
- FSMIQ: fuzzy similarity matching for image queries (1999) (4)
- Error Compensation Enhanced Day-Ahead Electricity Price Forecasting (2022) (4)
- Swarm Intelligence Optimization: Applications of Particle Swarms in Industrial Engineering and Nuclear Power Plants (2012) (4)
- A Production-Rule Analysis System for Nuclear Plant Monitoring and Emergency Response Applications (1988) (4)
- Application of multiple self-organizing neutral networks: Flow pattern classification (1997) (4)
- Hybrid expert system: neural-network methodology for nuclear plant monitoring and diagnostics (1990) (4)
- DDDAS for Autonomic Interconnected Systems: The National Energy Infrastructure (2007) (4)
- Multi-kernel assimilation for prediction intervals in nodal short term load forecasting (2017) (3)
- Uncertainty Modeling in Anticipatory Systems (1990) (3)
- A smart car model based on autonomous intelligent agents for reducing accidents (2017) (3)
- Extending the K-Means Clustering Algorithm to Improve the Compactness of the Clusters (2016) (3)
- Clustering Informed MLP Models for Fast and Accurate Short-Term Load Forecasting (2022) (3)
- Hazardous Material Identification Using a Neurofuzzy Methodology (2007) (3)
- Application of Artificial Neural Networks to Reliable Nuclear Data for Nonproliferation Modeling and Simulation (2016) (3)
- Anomaly detection in radiation signals using kernel machine intelligence (2015) (3)
- Automating the analysis of option pricing algorithms through intelligent knowledge acquisition approaches (2001) (3)
- Leaky bucket approach implementing anticipatory control for nodal power flow management in smart energy systems (2016) (3)
- A Novel Neural-Wavelet Diagnostics Approach: Application to Magnetic Flowmeter (2001) (3)
- Neural Network with Local Memory for Nuclear Reactor Power Level Control (2001) (3)
- A Meta-Modeling Power Consumption Forecasting Approach Combining Client Similarity and Causality (2021) (3)
- Virtual measurements using neural networks and fuzzy logic (1992) (2)
- Dynamic Data Driven Partitioning of Smart Grid Using Learning Methods (2018) (2)
- Oxygen self-diffusion in ThO2 under pressure: connecting point defect parameters with bulk properties (2016) (2)
- Core Damage Severity Evaluation for Pressurized Water Reactors by Use of Fuzzy Logic Algorithms (1999) (2)
- Three-phase line overloading predictive monitoring utilizing artificial neural networks (2017) (2)
- Enhanced sensitivity and selectivity in a dual cell ion mobility spectrometer (2003) (2)
- Distribution congestion prediction using artificial neural networks for big data (2016) (2)
- Artificial networks for nuclear source characterization (2005) (2)
- Agent Based Systems to Support Multi- disciplinary Probelm Solving Environments (1997) (2)
- Developing Intelligent Radiation Analysis Systems: A Hybrid Wave-Fuzzy Methodology for Analysis of Radiation Spectra (2015) (2)
- Smart Energy: Principles and Implementation (2014) (2)
- Predictive based monitoring of nuclear plant component degradation using support vector regression (2015) (2)
- Intelligent Detection of SNM in Liquid Containers (2009) (2)
- Creation of a Geant4 Muon Tomography Package for Imaging of Nuclear Fuel in Dry Cask Storage (2016) (2)
- Plant monitoring using possibilistic-probabilistic methodologies (1987) (2)
- Enhancing nuclear power plant performance through the use of artificial intelligence. Second annual report, June 1, 1989--May 31, 1990 (1990) (2)
- Evaluation of Human Machine Interface (HMI) in Nuclear Power Plants with Fuzzy Logic method (2016) (2)
- Creep rupture forecasting for high performance energy systems (2014) (2)
- Fuzzy Multi-kernel Approach in Intelligent Control of Energy Consumption in Smart Cities (2017) (2)
- Load Management of Electric Vehicles Charging in New Generation Power Markets Based on Fuzzy Logic and the Concept of Virtual Budget (2018) (2)
- Neurofuzzy approaches for advance hearing devices (1999) (2)
- Load Analysis and Prediction for Unanticipated Situations (2004) (2)
- Measurement of fuzzy values using artificial neural networks and fuzzy arithmetic (1993) (2)
- Utilization of virtual buffer in local area grids for electricity storage in smart power systems (2017) (2)
- Neural network methodology for /sup 1/H NMR spectroscopy classification (1999) (2)
- Variance Counterbalancing for Stochastic Large-scale Learning (2020) (2)
- Modeling the grid as a customer-driven system: emerging challenges and opportunities for self-healing infrastructures (2001) (2)
- Artificial Neural Networks and Chaos Dynamics for Radiation Signal Encryption (2015) (2)
- Fuzzy logic -- artificial neural networks integration for transient identification (1991) (1)
- Ampacity level monitoring utilizing fuzzy logic theory in deregulated power markets (2017) (1)
- Learning from Loads: An Intelligent System for Decision Support in Identifying Nodal Load Disturbances of Cyber-Attacks in Smart Power Systems Using Gaussian Processes and Fuzzy Inference (2017) (1)
- Tritium Measurements in Neutron-Induced Cavitation of Deuterated Acetone (2006) (1)
- The Application of Neural Networks to Electric Power Grid Simulation (2006) (1)
- A connectionist approach to trend detection (1999) (1)
- Hypermedia Integration of Information Resources for Nuclear Plant Operations (1997) (1)
- Structural Ensemble Regression for Cluster-Based Aggregate Electricity Demand Forecasting (2022) (1)
- Diagnostics and control of pressurized reactors using artificial neural networks (1992) (1)
- Modeling complex systems with neural network generated fuzzy reasoning (1993) (1)
- Hybrid expert system - neural network - Fuzzy Logic methodology for transient identification (1991) (1)
- Monitoring of Temperature Measurements for Different Flow Regimes in Water and Galinstan with Long Short-Term Memory Networks and Transfer Learning of Sensors (2022) (1)
- Anticipatory system for detection of hidden facilities utilizing nodal load consumption information in smart grids (2016) (1)
- New Objective Approaches for Characterization of Interfacial Structures in Two-Phase Flow (1998) (1)
- Intelligent Component Monitoring for Nuclear Power Plants (2010) (1)
- Pattern recognition method based on rvachev functions with engineering applications (2006) (1)
- Increasing specificity in a low-resolution ion-mobility spectrometer (2002) (1)
- Expert System for Decision Making and Instructing Nuclear Resonance Fluorescence Cargo Interrogation (2009) (1)
- An update of the consortium of big-10 university research and training reactors inie activities (2003) (1)
- Intelligent signal analysis methodologies for nuclear detection, identification and attribution (2012) (1)
- EXPERIMENTAL MEASUREMENTS AND MCNP5 MODELING OF TRITIUM PRODUCTION IN DEUTERATED ACETONE EXPOSED TO ISOTOPIC NEUTRON SOURCE (2005) (1)
- New generation intelligent hearing prosthetics (2000) (1)
- Uncertainty Propagation in Production-Rule Systems Using a Probability-Possibility Approach (1988) (1)
- Integration of price anticipation and self-elasticity for purchase decisions and planning in price directed electricity markets (2014) (1)
- Physics-Informed Neural Network Solution of Point Kinetics Equations for a Nuclear Reactor Digital Twin (2022) (1)
- Engineering Solution to Nuclear Material Detection at Ports: Introducing the Novel iMASS Paradigm (2009) (1)
- The Concept of Learning Equilibrium Dynamics in the Development of Solid Networks (1990) (1)
- Short-term gamma background anticipation using learning Gaussian processes (2015) (1)
- HYPERMEDIA INTEGRATION OF INFORMATION RESOURCES FOR PLANT OPERATIONS (1997) (0)
- Innovations and enhancements in neutronic analysis of the Big-10 university research and training reactors based on the AGENT code system (2006) (0)
- A novel neural-wavelet approach for process diagnostics and complex system modeling (2000) (0)
- Fault tolerant strategies for automated operation of nuclear reactors (1991) (0)
- A Review of Year One INIE Activities of the Consortium of BIG-10 URTRs (2003) (0)
- Magnetic flowmeter neural-wavelet diagnostics system (1999) (0)
- Editorial (2017) (0)
- A Geant 4-MATLAB Muon Generator for Monte-Carlo Simulations (2015) (0)
- Critical Systems under Cyber Threats (2020) (0)
- Purdue-On-Line: A Facility and Distributed Learning Framework to Develop and Deliver Internet based Education (1997) (0)
- Data-Based Defense-in-Depth of Critical Systems (2020) (0)
- The design of Expert Nodalization Assistant (ENA) (1999) (0)
- ICONE11-36591 NEW QUICKEST TRANSIENT DETECTION METHODOLOGY : NUCLEAR ENGINEERING APPLICATIONS (2003) (0)
- The Thermal Instability of a Deuterium-Tritium Tokamak Plasma (1983) (0)
- Inventing an Energy Internet: Concepts, Architectures, and Protocols for Smart Energy Utilization (2009) (0)
- A rule-based methodology for monitoring airborne radioactivity in nuclear power plants (1990) (0)
- Incipient Transient Detection in Reactor Systems: Experimental and Theoretical Investigation (2005) (0)
- Secure Decision Making and Inference in Critical Systems (2021) (0)
- Expert system that aids reactor-operations personnel in the event of a severe accident (1990) (0)
- Monte Carlo simulation of particle microbeams probing cellular radiation response (2004) (0)
- Diagnostic methodology for incipient system disturbance based on a neural wavelet approach (2005) (0)
- Intelligent identification of hazardous materials using sensor networks (2007) (0)
- C 0 NF-9 10 9 110 -11 D E 93 00 3562 RADIATION PROTECTION OPTIM (2005) (0)
- Data Driven Monitoring of Energy Systems: Gaussian Process Kernel Machine for Fault Identification with Application to Boiling Water Reactors (2016) (0)
- Method of Key Vectors Extraction Using R-Cloud Classifiers (2007) (0)
- Radiation protection optimization using a knowledge based methodology (1991) (0)
- Epileptic Seizure Prediction using Statistical Behavior of Local Extrema and Fuzzy Logic System (2018) (0)
- SELF-POWERED WIRELESS SENSOR NODE POWER MODELING BASED ON IEEE 802.11 COMMUNICATION PROTOCOL (2016) (0)
- Development of a Gamma-Ray Radionuclide Library for the Identification of Gamma Spectra (2021) (0)
- Intelligent Data Analytics from the Energy Economics of the Greek Debt Crisis (2020) (0)
- ALARA practices to minimize occupational radiation exposure from contamination at commercial nuclear power plants (1990) (0)
- Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending (2021) (0)
- Seventy-Five Years since the Point-Contact Transistor: Germanium Revisited (2022) (0)
- Comparative Energy Information Analytics of Five European Economies (2020) (0)
- Hypertext-based integration for nuclear plant maintenance and operations (1991) (0)
- Renewable Energy Sources and Impact on GDP Growth (2021) (0)
- Multi-agent paradigms and connectionist models of associated architectures in robotics (1998) (0)
- Neurofuzzy Approaches and Their Application to Nuclear Power Systems (1998) (0)
- Diagnostic methodology for pump health in nuclear power plant using fuzzy logic (2005) (0)
- Project Title: Creation of a Geant4 Muon Tomography Package for Imaging of Nuclear Fuel in Dry Cask Storage (13-5376) (2015) (0)
- Cylindrical Ion Trap Mass Spectrometer for Chemical Warfare Agent Detection and Identification (2005) (0)
- Hierarchical Method Based on Artificial Neural Networks for Power Output Prediction of a Combined Cycle Power Plant (2016) (0)
- Additional Referees (2005) (0)
- Two-Sensor Neural Network Modeling For Fault Detection (1993) (0)
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