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Dr. Nader Fathianpour

Associate Professor of Mining Engineering Department

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Office : Room 129, Mining Eng. Department, Isfahan University of Technology Email : fathian@cc.iut.ac.ir Phone : +98 311 3915130 Fax : +98 311 3912776 Web Site : Dr. Fathianpour

Associate Professor of Mining Eng. Department
Manager of Zamin Pajouhan Ofogh

Research Fields : Geostatistics and Geomathematics

Ore body modeling

Inversion of Geophysical data

Neural network design and applications

GIS and Remote Sensing

Geophysics

Petrophysics

Teaching

Recent Publications

PRISMA hyperspectral imagery for mapping alteration zones associated with Kuhpanj porphyry copper deposit

Geologically-constrained GANomaly network for mineral prospectivity mapping through frequency domain training data

MT data inversion and dimensionality analysis in Varton geothermal central Iran

Improving the accuracy of detecting and ranking favorable porphyry copper prospects in the east of Sarcheshmeh copper mine region using a two-step sequential Fuzzy-Fuzzy TOPSIS integration approach

Comparison of ΔlogR and mineralogy-based methods in estimating organic carbon content of Pabdeh formation in Ahwaz and Rag-e Sefid oilfields

A combination of artificial neural network and genetic algorithm to optimize gas injection: A case study for EOR Applications

Improving the conceptual–numerical model of Sabalan geothermal system using geological, geophysical and structural information

Introducing an Efficient Socio-Economically Oriented Data Envelopment Analysis Method for Selecting the Optimum Groundwater Dam Site Location

Numerical and Experimental Study of Internal Hydraulic Behavior of Horizontal Sub-Surface Flow Constructed Wetland in Different Flow Distributions

Synthetic catalogue simulation in low-seismicity regions and few instrumental records in central Iran based on Monte Carlo method, Iranian Journal of Science and Technology

A new multiple-point pattern-based unconditional simulation algorithm using morphological image processing tools

A new multiple-point grade estimation method by implicit volterra series

Random partitioning and adaptive filters for multiple-point stochastic simulation

Evaluating the performance of the wavelet transform in extracting spectral alteration features from hyperspectral images

Random partitioning and adaptive filters for multiple-point stochastic simulation

Modeling of the effect of inflow distribution on internal hydraulic behavior of horizontal subsurface flow constructed wetland

Erratum to “Assessing the effects of flow distribution on the internal hydraulic behavior of a constructed horizontal subsurface flow wetland using a numerical model and a a tracer study

Improving Filtersim Simulation Algorithm of Multiple-Point Geostatistics Using New Training Image Based Adaptive Filters and Supervised Hard Data Conditioning

Comparison of machine learning methods for copper ore grade estimation

Steady state modeling of fracture rock aquifer on the Sehchahoon iron ore mine by using finite element method

A hybrid simultaneous perturbation artificial bee colony and back-propagation algorithm for training a local linear radial basis neural network on ore grade estimation

Selecting optimum base wavelet for extracting spectral alteration features associated with porphyry copper mineralization using hyperspectral images

Estimating geometrical parameters of cylindrical targets detected by ground-penetrating radar using template matching algorithm

Optimal location of additional exploratory drillholes using afuzzy-artificial bee colony algorithm

Presenting a mapping method based on fuzzy logic and topsis multi criteria decision-making methods to detect promising porphyry copper mineralization areas in the east of the sarcheshmeh copper metallogenic district

Assessing the effects of flow distribution on the internal hydraulic behavior of a constructed horizontal subsurface flow wetland using a numerical model and a tracer study

Automatic extraction of geometrical characteristics hidden in ground‐penetrating radar sectional images using simultaneous perturbation artificial bee colony algorithm

Improved estimation of permeability of naturally fractured carbonate oil reservoirs using wavenet approach

Presenting a mapping method based on fuzzy Logic and TOPSIS multi criteria decision-making methods to detect promising porphyry copper mineralization areas in the east of the Sarcheshmeh copper metallogenic distric

Determination of geometrical parameters of cylindrical targets hidden in GPR radargrams using an intelligent fast template matching algorithm

A finite element model for high enthalpy two-phase flow in geothermal wellbores

Curie point depth estimation using the spectral analysis of aeromagnetic data

Improving the Curie depth estimation through optimizing the spectral block dimensions of the aeromagnetic data in the Sabalan geothermal field

Advanced machine learning methods for copper ore grade estimation

Transient Fluid Flow Modeling in Fractured Aquifer of Sechahoon Iron Mine Using Finite Element Method

Uniaxial Compressive Strength spatial estimation using different interpolation techniques

Detecting Cylindrical Targets Characteristics Hidden in GPR Images Using Artificial Neural Network and Template Matching

Detecting Cylindrical Targets Characteristics Hidden In Gpr Images Using Two Intelligent Methods: Artificial Neural Network And Template Matching

Application of AHP method in Copper potential mapping, Case study: Central Kerman metallogenic arc, Proceedings of 4th International Mine amd Mining Industries Congress

Investigation of flow distribution on retention time and hydraulic behavior of a horizontal subsurface flow constructed wetland (case study: Isfahan)

A comparative study of kriging and simulation-based methods in classifying ore and waste blocks

Detecting physical and geometrical parameters of some common geotechnical targets through their effects on GPR responses

Geometrical parameter extraction of cylindrical buried objects in GPR sectional images using a modified genetic algorithm

Mineral potential mapping in Central Iran using fuzzy ordered weighted averaging method

Geological structure imaging from airborne electromagnetic and magnetic data, a case study in Kalat-e-Reshm area, Iran

An improvement of 2-D inversion of MT data using automatic selection methods for regularization parameter

Mineral potential mapping in Central Iran using fuzzy ordered weighted averaging method

Comparison of the performance of ANN and SVM methods in automatic detection of hidden cylindrical targets in GPR images

Investigating 2-D MT inversion codes using real field data

Improving Ground Penetrating Radar (GPR) forward modeling approach using the numerical finite difference method

Proposing New Methods to Enhance the Low-Resolution Simulated GPR Responses in the Frequency and Wavelet Domains

Improving Ground Penetrating Radar (GPR) forward modeling approach using the numerical finite difference method

Assessing the performance of statistical-structural and geostatistical methods in estimating the 3d distribution of the uniaxial compressive strength parameter in the Sarcheshmeh Porphyry Copper Deposit

Fuzzy outranking approach: a knowledge-driven method for mineral prospectivity mapping

Modification of Sinclair’s mixed statistical populations algorithm based on probability plots

Approximate resistivity and susceptibility mapping from airborne electromagnetic and magnetic data, a case study for a geologically plausible porphyry copper unit in Iran

Discrimination and Identification of Hydrothermal Alteration Types Related to Porphyry Copper Deposits, Using Hyperion Hyperspectral Data

3-D inversion of MT data from the Sabalan geothermal field, Ardabil, Iran

2D Inversion and interpretation of electromagnetic array profiling (EMAP) data

Fast inversion of magnetic data using Lanczos bidiagonalization method

The Porosity Prediction Of One Of Iran South Oil Field Carbonate Reservoirs Using Support Vector Regression

The porosity prediction of one of iran south oil field carbonate reservoirs using support vector regression

Potential mapping of East-Azerbaijan geothermal resources in 1: 250000 scale by geological and exploration data in GIS environment

Performance comparison of production planning of Esfordi phosphate mine using linear and dynamic programming

Detecting Mapping Unknown Spectral Features from ALI, ASTER and Hyperion Images using Correlation Coefficient Method. Case Study: Sarcheshmeh copper mine, IRAN

Application of conditional sequential Gaussian simulation in uncertainty assessment of the estimated blocks grade in Sordid Phosphate Mine

Applying Frequency Behavior of Only Neutreon Porosity Log To Detect Formations; Case Study: Cliffhead Shale Zone, West Of Australia

A New Algorithm For Three Dimensional Magnetotelluric Forward Modeling

Application Of Supervised Committee Machine Neural Networks (Scmnn) To Improve Neural Networks algorithm In Permeability Prediction Of Petroleum Reservoir

A New Approach in Casing Collapse Design Using the Geomechanical Model and Heaviest Drilling Fluid

Determination of Parameters for Numerical Modeling of Discrete Fracture Network (DFN) Using FMI Imager Log Data

Spatial variability of arsenic under different land use in Isfahan region

Definition and Comparison Improved Mundry's Integral with Mundry's Integral on HEM Data Inverse Modeling

Investigation of HEM Forward Modeling Accuracy on Inverse Modeling

Discrimination of Parts Bearing High Potential of Pb-Zn at Irankhoh Region in Isfahan in GIS Environment

Evaluation of Petroleum Generation Potential in Qom-Ardestan Structural Zone in GIS Environment by Fuzzy Method

A new approach to improve neural networks' algorithm in permeability prediction of petroleum reservoirs using supervised committee machine neural network (SCMNN)

Inverse modeling of HEM data using a new inversion algorithm.

Inverse modeling of helicopter electromagnetic data using Siemon's method: A case study in Rabat town, Kurdestan province, Iran

"Integrated analysis of geological, geochemical and IP/RS results to define drill targets at Zefreh porphyry Cu-Mo prospect, Iran

Modification Of Weight Function In Moving Least Square Approximation And Its Applications In Meshless Local Petrov-Galerkin Method

Modification of moving least square approximation by imposing essential boundary conditions using Kriging method

Application of geostatistical weights in solving problems governed by 2-D Poisson’s equation using finite point method

Continuous soil pollution mapping using fuzzy logic and spatial interpolation

Neural network models to predict cation exchange capacity in arid regions of Iran

The Total Field Magnetometric Resistivity (TFMMR) Method Part I: theory and 2.5 D forward modelling

Discremination Of Units Of Sandy Dolomite Bearing Iron Related Pb-Zn Mineralization By Pca Method

Optimising ore sampling procedure at Sarchemeh porphyry copper deposit and its effects on ore recovery

The Total Field Magnetometric Resistivity (TFMMR) Method Part I: theory and 2.5D forward modelling

Determination of mineralization zones using interpretation of SIP and Resistivity Data in Tappeh Sorkh Area, Iran-kuh

Estimating grade variations of dispatched Ore to mineral processing plant at Sarcheshmeh copper mine

Marine self-potential gradient exploration of the continental margin

Optimal inversion of RS and IP data at Irankuh Pb-Zn deposit in Isfahan

Neutral network models to predict cation exchange capacity in arid regions of Iran

Application of Geostatistical Weights In Solving Problems Governed By 2-D Poisson's Equation Using Finite Point Method

Application Of Geostatical Weights Functions In Solving Problems

Forward Modeling Of Total Field Magnetometric Resistivity Data For Subsurface 2-D Structures Using Finite Element Method

A comparison of kriging and cokriging techniques in estimating Cl- concentration in soil. Iranian Journal of Agricultural Science

Development of a new rapid inversion scheme for Total Field Magnetometric Resistivity (TFMMR) data

Development of a new rapid inversion scheme for Total Field Magnetometric Resistivity (TFMMR) data

Application of spectral time domain induced polarisation method to resolve orebody characterization

Application of spectral time domain induced polarization method to resolve orebody characterisation

Towed self-potential gradient measurements across the South Australia continental margin

Analytical and Numerical Modelling of Total Field Magnetometric Resistivity (TFMMR) Data

Analytical solutions for the Total Field Magnetometric Resistivity (TFMMR) Technique

Analytical solutions for the Sub-Audio magnetics Technique