Murat Sarı

Neural network based techniques for steep behaviour represented by nonlinear advection–diffusion-reaction models

Computational and Applied Mathematics

Deep learning aided surrogate modeling of the epidemiological models

Journal of Computational Science

Improving Predictive Efficacy for Drug Resistance in Novel HIV-1 Protease Inhibitors through Transfer Learning Mechanisms

Journal of Chemical Information and Modeling

Mathematical modelling of antibiotic interaction on evolution of antibiotic resistance: an analytical approach

PeerJ

Various optimized artificial neural network simulations of advection-diffusion processes

Physica Scripta

Unveiling advection–dominated interactions: Efficacy of neural networks in natural systems modelling

Numerical Heat Transfer Part B Fundamentals

A discretization-free deep neural network-based approach for advection-dispersion-reaction mechanisms

Physica Scripta

Biomedical modelling through path analysis approach

Communications Faculty Of Science University of Ankara Series A1Mathematics and Statistics

Prediction of HIV-1 protease resistance using genotypic, phenotypic, and molecular information with artificial neural networks

PeerJ

Prediction of anemia with a particle swarm optimization-based approach

An International Journal of Optimization and Control Theories & Applications (IJOCTA)

A spatial local method for solving 2D and 3D advection-diffusion equations

Engineering Computations

A novel method to investigate nonlinear advection–diffusion processes

Journal of Computational and Applied Mathematics

Peer Review #1 of "Prediction of HIV-1 protease resistance using genotypic, phenotypic, and molecular information with artificial neural networks (v0.2)"

An investigation on environmental pollution due to essential heavy metals: a prediction model through multilayer perceptrons

International Journal of Phytoremediation

Using a real-world network to model the trade-off between stay-at-home restriction, vaccination, social distancing and working hours on COVID-19 dynamics

PeerJ

A space-time Chebyshev spectral collocation method for the reaction–dispersion equations with anti-kink-type waves

International Journal of Modern Physics C

Mathematical Modelling of Drug Interaction on Evolution of Antibiotic Resistance: An Analytical Approach

Research Square

Machine learning aided multiscale modelling of the HIV-1 infection in the presence of NRTI therapy

medRxiv

Initial data identification in advection–diffusion processes via a reversed fixed‐point iteration method

Mathematical Methods in the Applied Sciences

Using a real-world network to model the trade-off between stay-at-home restriction, vaccination, social distancing and working hours on COVID-19 dynamics

Zenodo (CERN European Organization for Nuclear Research)