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# Type Title Author Publisher Pub. Year Subjects Call Number
1 مقاله Size-dependent interaction of an edge dislocation with an elliptical nano-inhomogeneity incorporating interface effects Shodja, H. M. 2012 Nano scale.
Burgers vector orientation.
Characteristic size.
Classical solutions.
Complex potentials.
Elastic behavior.
Elasticity effect.
Elliptical inhomogeneity.
Image force.
Inhomogeneities.
Interface curvatures.
Interface effect.
Interface stress.
matrix.
Normalized image.
Radius of curvature.
Size effects.
Stable equilibrium.
Stress field.
Elastic moduli.
Elasticity.
Nanotechnology.
Stresses.
Surface tension.
Edge dislocations.
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2 مقاله Comparative study of application of different supervised learning methods in forecasting future states of NPPs operating parameters Moshkbar Bakhshayesh, K. Elsevier Ltd, 2019 Bayesian regularization.
Cascade feed-forward neural network.
Gaussian function.
Localized networks.
NPP parameters forecasting.
Support vector regression.
Backpropagation.
Bayesian networks.
Conjugate gradient method.
Distribution functions.
Forecasting.
Gaussian distribution.
Loss of coolant accidents.
Machine learning.
Nuclear fuels.
Nuclear power plants.
Reactor cores.
Time series.
Feed-forward back propagation.
Gaussian functions.
Large break loss of coolant accidents.
Scaled conjugate gradients.
Supervised learning methods.
Support vector regression (SVR)
Time series prediction.
Learning algorithms.
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3 مقاله Development of a novel analytical method for calculating the dose equivalent rate as a case study of fields which obey the inverse square law Moshkbar Bakhshayesh, K. Institute of Physics Publishing, 2019 Dosimetry concepts and apparatus.
Models and simulations.
Inverse problems.
Numerical methods.
Analytical calculation.
Analytical method.
Dose calculation.
Inverse square law.
Monte Carlo codes.
Monte Carlo techniques.
Radiation source.
Rectangular surfaces.
Monte Carlo methods.
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4 مقاله Calculating the dose equivalent of coordinate surfaces of the Cartesian geometry: A new analytical method compared with Monte Carlo method Moshkbar Bakhshayesh, K. Institute of Physics Publishing, 2019 Gamma rays.
Analytical calculation.
Cartesian geometry.
Monte Carlo codes.
Monte Carlo techniques.
Parametric -analysis.
Radiation emitters.
Rectangular shapes.
Rectangular surfaces.
Monte Carlo methods.
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5 مقاله Bayesian regularization of multilayer perceptron neural network for estimation of mass attenuation coefficient of gamma radiation in comparison with different supervised model-free methods Moshkbar Bakhshayesh, K. IOP Publishing Ltd, 2020 Calibration.
Cluster finding.
Fitting methods.
Pattern recognition.
Decision trees.
Distribution functions.
Gamma rays.
Learning algorithms.
Multilayers.
Support vector machines.
Trees (mathematics)
Bayesian regularization.
Cumulative distribution function.
Lightweight materials.
Mass attenuation coefficients.
Mean relative error.
Multilayer perceptron neural networks.
Radial basis networks.
Supervised methods.
Multilayer neural networks.
Interaction of radiation with matter.
Radiation calculations.
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6 مقاله Constructing energy spectrum of inorganic scintillator based on plastic scintillator by different kernel functions of SVM learning algorithm and TSC data mapping Moshkbar Bakhshayesh, K. Institute of Physics Publishing, 2020 Particle detectors.
Pattern recognition.
Scintillators and scintillating fibres and light guides.
Gamma ray spectrometers.
Ionization.
Mapping.
Optical fibers.
Radioisotopes.
Scintillation counters.
Sodium Iodide.
Spectroscopy.
Support vector machines.
Testing.
Cross correlation techniques.
Detection/identification.
Fitting method.
Gaussian kernel functions.
High resolution detector.
Liquid scintillator detectors.
Plastic scintillator detector.
Scintillating fibres.
Radioactivity.
Cluster finding.
Calibration and fitting methods.
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7 مقاله Development of an efficient technique for constructing energy spectrum of NaI(Tl) detector using spectrum of NE102 detector based on supervised model-free methods Moshkbar Bakhshayesh, K. Elsevier Ltd, 2020 Energy spectrum construction.
NaI (Tl) detector.
NE102 detector.
Radial basis network.
Supervised model-free methods.
Decision trees.
Feedforward neural networks.
Iodine compounds.
Radioisotopes.
Scintillation counters.
Spectroscopy.
Statistical methods.
Support vector machines.
Inorganic scintillator.
Mapping functions.
Multi layer perceptron.
Organic scintillator.
Radial basis networks.
Resolution detectors.
Supervised learning methods.
Supervised methods.
Learning systems.
Americium 241.
Cesium 137.
Cobalt 60.
Sodium 22.
Sodium iodide.
Controlled study.
Decision tree.
Learning algorithm.
Multilayer perceptron.
Radial basis function neural network.
Radiation detection.
Radiation energy.
Spectrum.
Support vector machine.
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8 مقاله Prediction of unmeasurable parameters of NPPs using different model-free methods based on cross-correlation detection of measurable/unmeasurable parameters: a comparative study Moshkbar Bakhshayesh, K. Elsevier Ltd, 2020 Bayesian regularization.
Cross-correlation detection.
Decision tree.
Feed-forward back propagation neural network.
Support vector machine.
Unmeasurable parameters.
Backpropagation algorithms.
Control rods.
Decision trees.
Feed-forward neural networks.
Forecasting.
Gradient methods.
Learning algorithms.
Nuclear energy.
Nuclear fuels.
Nuclear power plants.
Support vector machines.
Torsional stress.
Correlation techniques.
Cross correlations.
Feed-forward back-propagation neural networks.
Gaussian kernel functions.
Maximum temperature.
Scaled conjugate gradients.
Parameter estimation.
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9 مقاله Performance study of bayesian regularization based multilayer feed-forward neural network for estimation of the uranium price in comparison with the different supervised learning algorithms Moshkbar Bakhshayesh, K. Elsevier Ltd, 2020 Bayesian regularization.
Feed-forward neural network.
Generalization.
Supervised learning methods.
Uranium price estimation.
Cost estimating.
Decision trees.
Distribution functions.
Feed-forward neural networks.
Multilayer neural networks.
Multilayers.
Nuclear fuels.
Nuclear power plants.
Support vector machines.
Uranium.
Cumulative distribution function.
Mean relative error.
Multilayer feed forward neural networks.
Parameters estimation.
Radial basis networks.
Regularization technique.
Supervised methods.
Learning algorithms.
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10 مقاله Identification of the appropriate architecture of multilayer feed-forward neural network for estimation of NPPs parameters using the GA in combination with the LM and the BR learning algorithms Moshkbar Bakhshayesh, K. Elsevier Ltd, 2021 Feedforward neural networks.
Genetic algorithms.
Learning algorithms.
Multilayer neural networks.
Multilayers.
Network architecture.
Neurons.
Nuclear energy.
Nuclear fuels.
Nuclear power plants.
Accurate estimation.
Bayesian regularization.
Hidden layers.
Levenberg-Marquardt.
Levenberg-Marquardt learning algorithms.
Multi-layer feedforward neural networks (MLFNN)
Multilayer feed-forward neural network architecture.
Nuclear power plant parameter estimation.
Number of hidden neurons.
Target parameter.
Parameter estimation.
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11 مقاله Investigating the performance of the supervised learning algorithms for estimating NPPs parameters in combination with the different feature selection techniques Moshkbar Bakhshayesh, K. Elsevier Ltd, 2021 Large dataset.
Learning algorithms.
Nuclear fuels.
Nuclear power plants.
Parameter estimation.
Support vector machines.
Accurate estimation.
Bayesian regularization.
Feature selection technique.
Features selection.
No free lunch theorem.
NPP parameter estimation.
Performance.
Supervised learning algorithm.
Universal approach.
Feature extraction.
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12 مقاله The ensemble approach in comparison with the diverse feature selection techniques for estimating NPPs parameters using the different learning algorithms of the feed-forward neural network Moshkbar Bakhshayesh, K. Korean Nuclear Society, 2021 Combination technique.
Supervised learning algorithm.
Parameter estimation.
Heterogeneous ensemble.
Features selection technique.
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13 مقاله Developing a new approach for material discrimination using modular radial basis neural networks based on dual-energy X-ray radiography Moshkbar Bakhshayesh, K. Elsevier Ltd, 2023 Dual-energy X-ray radiography.
Material discrimination.
Modular identifier.
Radial basis network.
Standard deviation.
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14 مقاله Classification of NPPs transients using change of representation technique: A hybrid of unsupervised MSOM and supervised SVM Moshkbar Bakhshayesh, K. Elsevier Ltd, 2019 Bushehr nuclear power plant.
Change of representation.
Identification.
Iris flower dataset.
Self-organizing map.
Support vector machine.
Conformal mapping.
Control rods.
Identification (control systems)
Input output programs.
Machine learning.
Nuclear energy.
Nuclear fuels.
Nuclear power plants.
Self organizing maps.
Supervised learning.
Support vector machines.
Unsupervised learning.
Bushehr.
Change of representation.
Input patterns.
Prediction accuracy.
Quasi-static.
Representation techniques.
Semi- supervised learning.
Learning algorithms.
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15 مقاله Unsupervised classification of NPPs transients based on online dynamic quantum clustering Moshkbar Bakhshayesh, K. Springer Verlag, 2019
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16 مقاله Developing an approach for fast estimation of range of ion in interaction with material using the Geant4 toolkit in combination with the neural network Moshkbar Bakhshayesh, K. Korean Nuclear Society, 2022 Bayesian regularization.
Feed-forward neural network.
Geant4 toolkit.
Ion range.
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17 مقاله Prediction of steam/water stratified flow characteristics in NPPs transients using SVM learning algorithm with combination of thermal-hydraulic model and new data mapping technique Moshkbar Bakhshayesh, K. Elsevier Ltd, 2022 Nuclear power plant transient.
Support vector machine.
Thermal-hydraulic model.
Two-phase flow.
Aerodynamics.
Autocorrelation.
Computational fluid dynamics.
Deep learning.
Forecasting.
Hydraulic models.
Kinetic energy.
Kinetics.
Mapping.
Nuclear energy.
Nuclear fuels.
Nuclear power plants.
Steam.
Steam power plants.
Thermal stratification.
Two phase flow.
Auto correlation.
Autocorrelation based data mapping technique.
Data mappings.
Flow characteristic.
Mapping techniques.
Steam/water.
Support vectors machine.
Thermal hydraulic modeling.
Two phases flow.
Support vector machines.
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18 مقاله A new approach for simulating D-T fusion interaction using the Geant4 toolkit Mohtashami, S. IOP Publishing Ltd, 2022 Ion sources (positive ions, negative ions, electron cyclotron resonance (ECR), electron beam (EBIS))
Models and simulations.
Cyclotrons.
Electron cyclotron resonance.
Ion sources.
Libraries.
Positive ions.
D-T fusion.
Electron-beam.
Electron-cyclotron resonance.
Geant4 toolkits.
Ion source (positive ion, negative ion, electron cyclotron resonance , electron beam (EBIS))
Model and simulation.
Neutron production.
New approaches.
Production cross section.
Radiation calculations.
Negative ions.
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19 مقاله Development of a new method for forecasting future states of NPPs parameters in transients Moshkbar-Bakhshayesh, K. 2014 ARIMA model.
Bushehr nuclear power plant.
Future states forecasting.
Modular EBP based transient identifier.
ARIMA modeling.
Bushehr.
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20 مقاله Development of a robust identifier for NPPs transients combining ARIMA model and ebp algorithm Moshkbar-Bakhshayesh, K. 2014 Auto regressive integrated moving-average (ARIMA)
Bushehr nuclear power plant (BNPP)
Computer simulation.
Learning algorithms.
Nuclear power plants.
Time series.
Autoregressive moving average.
Bushehr.
Error back propagation.
Identification method.
Moving averages.
Nonstationary data.
Statistical properties.
Transient identification.
Transients.
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Total 1498 records