Yazar "Sari, Murat" için listeleme
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Deciding Heavy Metal Levels in Soil Based on Various Ecological Information through Artificial Intelligence Modeling
Sari, Murat; Cosgun, Tahir; Yalcin, Ibrahim Ertugrul; Taner, Mahmut; Ozyigit, Ibrahim Ilker (Taylor & Francis Inc, 2022)The aim of this paper is to decide on heavy metal levels based on ecological parameters by effectively eliminating common disadvantages such as high cost and serious time-consuming laboratory procedures via an effective ... -
A discretization-free deep neural network-based approach for advection-dispersion-reaction mechanisms
Tuna, Hande Uslu; Sari, Murat; Cosgun, Tahir (Iop Publishing Ltd, 2024)This study aims to provide insights into new areas of artificial intelligence approaches by examining how these techniques can be applied to predict behaviours for difficult physical processes represented by partial ... -
Düşük Kutuplu Sinusoidal Reluktans Makinası Tasarımı Ve Prototip Üretimi
Kalıcı mıknatıslı senkron makinaların yüksek moment yoğunluğu, yüksek verim ve geniş hız aralığında çalışabilme gibi özellikleri sayesinde kullanımı yaygınlaşmıştır. Fakat kalıcı mıknatıslarda kullanılan bazı elementlerin ... -
Forecasting contamination in an ecosystem based on a network model
Sari, Murat; Yalcin, Ibrahim Ertugrul; Taner, Mahmut; Cosgun, Tahir; Ozyigit, Ibrahim Ilker (Springer, 2023)This paper aims to predict heavy metal pollution based on ecological factors with a new approach, using artificial neural networks (ANNs), by significantly removing typical obstacles like time-consuming laboratory procedures ... -
Initial data identification in advection-diffusion processes via a reversed fixed-point iteration method
Cosgun, Tahir; Sari, Murat (Wiley, 2022)In the present study, a novel method called the reversed fixed-point iteration method (RFPIM) is applied to obtain numerical responses of the advection-diffusion mechanisms. Heretofore, the RFPIM has been employed to find ... -
An investigation on environmental pollution due to essential heavy metals: a prediction model through multilayer perceptrons
Sari, Murat; Yalcin, Ibrahim Ertugrul; Taner, Mahmut; Cosgun, Tahir; Ozyigit, Ibrahim Ilker (Taylor & Francis Inc, 2023)This research is to predict heavy metal levels in plants, particularly in Robinia pseudoacacia L., and soils using an effective artificial intelligence approach with some ecological parameters, thereby significantly ... -
A novel approach regarding the fixed points of repelling nature
Cosgun, Tahir; Sari, Murat (Pergamon-Elsevier Science Ltd, 2021)Although there are various numerical techniques to find the stable equilibria of a nonlinear system in scientific computing, no widely-used computational approach has been encountered to discover the unstable equilibria ... -
A novel method to investigate nonlinear advection-diffusion processes
Cosgun, Tahir; Sari, Murat (Elsevier, 2023)In this study, a new approach called the reversed fixed point iteration method (RFPIM) is implemented to solve a class of fundamental partial differential equations, namely viscous and inviscid Burgers equations. The results ... -
Singularly perturbative behaviour of nonlinear advection-diffusion-reaction processes
Cosgun, Tahir; Sari, Murat (Springer Heidelberg, 2024)The purpose of this paper is to use a wavelet technique to generate accurate responses for models characterized by the singularly perturbed generalized Burgers-Huxley equation (SPGBHE) while taking multi-resolution features ... -
Singularly perturbative behaviour of nonlinear advection–diffusion-reaction processes
Cosgun, Tahir; Sari, Murat (Springer Science and Business Media Deutschland GmbH, 2024)The purpose of this paper is to use a wavelet technique to generate accurate responses for models characterized by the singularly perturbed generalized Burgers-Huxley equation (SPGBHE) while taking multi-resolution features ... -
Unveiling advection-dominated interactions: Efficacy of neural networks in natural systems modelling
Tuna, Hande Uslu; Sari, Murat; Cosgun, Tahir (Taylor & Francis Inc, 2024)Studying the interactions between advection and dispersion in natural systems, especially in cases where advection predominates, are important because it is necessary to accurately model physical phenomena in domains like ... -
Unveiling advection–dominated interactions: Efficacy of neural networks in natural systems modelling
Uslu Tuna, Hande; Sari, Murat; Cosgun, Tahir (Taylor and Francis Ltd., 2024)Studying the interactions between advection and dispersion in natural systems, especially in cases where advection predominates, are important because it is necessary to accurately model physical phenomena in domains like ...
