Dr. Nader Fathianpour Office Room 129, Mining Eng. Department, Isfahan University of Technology Email fathian@iut.ac.ir Phone +98 311 3915130 Fax +98 311 3912776 Positions Associate Professor of Mining Engineering Department Research Interests Geostatistics and Geomathematics Ore body modeling Inversion of Geophysical data Neural network design and applications GIS and Remote Sensing Geophysics Petrophysics Dr. Nader Fathianpour type: Journal Title Conference / Journal Date Multi-element geochemical anomaly recognition applying geologically-constrained convolutional deep learning algorithm with Butterworth filtering of frequency domain information Scientific Reports 2025-12 Optimization of multi-element geochemical anomaly recognition in the Takht-e Soleyman area of northwestern Iran using swarm-intelligence support vector machine Frontiers in Earth Science 2025-03 Hybrid Harris hawks-optimized random forest model for detecting multi-element geochemical anomalies related to mineralization Scientific Reports 2025-01 Geologically-constrained GANomaly network for mineral prospectivity mapping through frequency domain training data 2024-03 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 2023-12 A combination of artificial neural network and genetic algorithm to optimize gas injection: A case study for EOR applications 2021-06 A new multiple-point grade estimation method by implicit volterra series 2019-05 MORPHSIM: A new multiple-point pattern-based unconditional simulation algorithm using morphological image processing tools 2019-04 Comparison of machine learning methods for copper ore grade estimation 2018-07 type: Conference Title Date MT data inversion and dimensionality analysis in Varton geothermal central Iran 2023-04