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Tamirat Temesgen Dufera

Observed names: D.T. Temesgen, T. T. Dufera, Tamirat Dufera, Tamirat T. Dufera, Tamrat Temesgen Dufera
ORCID: 0000-0002-8612-7170
Observed ORCID: 0000-0002-8612-7170
OpenAlex ID: A5069440184
Deep neural network for system of ordinary differential equations: Vectorized algorithm and simulation
2021 · Tamirat Temesgen Dufera · Machine Learning with Applications · 49
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A deep learning approach: Physics-informed neural networks for solving the 2D nonlinear Sine–Gordon equation
2024 · Alemayehu Tamirie Deresse, Tamirat Temesgen Dufera · Results in Applied Mathematics · 34
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On the persistence of spatial analyticity for the beam equation
2022 · Tamirat T. Dufera, Sileshi Mebrate, et al. · Journal of Mathematical Analysis and Applications · 28
Numerical solution of $$\mathbf{(2+1)}$$-dimensional nonlinear sine-Gordon equation with variable coefficients by using an efficient deep learning approach
2025 · Alemayehu Tamirie Deresse, Tamirat Temesgen Dufera · Zeitschrift für angewandte Mathematik und Physik · 22
Exploring Physics‐Informed Neural Networks for the Generalized Nonlinear Sine‐Gordon Equation
2024 · Alemayehu Tamirie Deresse, Tamirat Temesgen Dufera · Applied Computational Intelligence and Soft Computing · 21
Fractional Brownian motion in option pricing and dynamic delta hedging: Experimental simulations
2023 · Tamirat Temesgen Dufera · The North American Journal of Economics and Finance · 21
Parameter Estimation for Dynamical Systems Using a Deep Neural Network
2022 · Tamirat Temesgen Dufera, Yadeta Chimdessa Seboka, et al. · Applied Computational Intelligence and Soft Computing · 16
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Analysis of Boundary–Domain Integral Equations for Variable-Coefficient Dirichlet BVP in 2D
2015 · T. T. Dufera, S. E. Mikhailov · Springer eBooks · 15
Analysis of Boundary-Domain Integral Equations for Variable-Coefficient Neumann BVP in 2D
2017 · T. G. Ayele, T. T. Dufera, et al. · Springer eBooks · 11
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MT-PINNs: multi-term physics-informed neural networks for solving initial boundary value problems of 2D and 3D nonlinear telegraph equations
2025 · Alemayehu Tamirie Deresse, Alemu Senbeta Bekela, et al. · Boundary Value Problems · 10
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Improved Lower Bound for the Radius of Analyticity of Solutions to the Fifth Order, KdV-BBM Type Equation
2024 · Sileshi Mebrate, Tamirat Dufera, et al. · Bulletin of the Iranian Mathematical Society. · 9
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Deep Neural Network Model for Hurst Exponent: Learning from R/S Analysis
2024 · Luca Di Persio, Tamirat Temesgen Dufera · Mathematics · 8
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Analysis of Caputo-Hadamard fractional neutral delay differential equations involving Hadamard integral and unbounded delays: Existence and uniqueness
2024 · Mesfin Teshome Beyene, Mitiku Daba Firdi, et al. · Research in Mathematics · 7
Mathematical Model of Potato Virus Y Disease Spread With Optimal Control
2022 · Shambel Tadesse Degefa, Oluwole Daniel Makinde, et al. · Mathematical Modelling and Analysis · 7
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Modeling potato virus Y disease dynamics in a mixed-cropping system
2021 · D.S. Degefa, O. D. Makinde, et al. · International Journal of Modelling and Simulation · 7
Analysis of Boundary-Domain Integral Equations for Variable-Coefficient Mixed BVP in 2D
2019 · T. G. Ayele, T. T. Dufera, et al. · Trends in mathematics · 7
Leveraging Advanced Deep Neural Networks Algorithm for Solving Multi-dimensional Forward and Inverse Problems of Klein-Gordon Equation with Quadratic, Cubic, and Fifth-Degree Polynomials Nonlinearity
2025 · Alemayehu Tamirie Deresse, Alemu Senbeta Bekela, et al. · Computational Mathematics and Modeling · 5
Adaptive physics informed neural networks framework for accurate and mesh free solution of two dimensional time domain maxwell equations
2026 · Abdenie Tukie Tufa, Tamirat Temesgen Dufera, et al. · Discover Applied Sciences · 4
Existence and Ulam–Hyers stability results for Caputo–Hadamard fractional differential equations with non-instantaneous impulses
2025 · Mesfin Teshome Beyene, Mitiku Daba Firdi, et al. · Boundary Value Problems · 4
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Dispersive Estimates for Linearized Water Wave-Type Equations in $$\mathbb {R}^d$$
2023 · Tilahun Deneke, Tamirat T. Dufera, et al. · Annales Henri Poincaré · 4
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Gradient enhanced physics informed neural networks with adaptive loss for 2D heat equations with variable and non smooth conductivity
2026 · Meseret Cherkos Tessema, Alemayehu Tamirie Deresse, et al. · Discover Applied Sciences · 3
A Physics‐Informed Neural Networks for Solving 2D Frequency‐Domain Electromagnetic Waves in the Differential Form of Maxwell’s Equations
2026 · Abdenie Tukie Tufa, Tamirat Temesgen Dufera, et al. · Advances in Mathematical Physics · 3
Comparison between Boussinesq‐ and Whitham–Boussinesq‐type systems
2022 · Tilahun Deneke, Tamirat T. Dufera, et al. · Mathematical Methods in the Applied Sciences · 3
Boundary-Domain Integral Equations for Variable Coefficient Dirichlet BVP in 2D Unbounded Domain
2019 · T. T. Dufera, S. E. Mikhailov · Trends in mathematics · 3
An enhanced physics-informed deep learning framework for solving variable-coefficient heat conduction problems with temperature-dependent thermal conductivity and nonlinear source terms
2026 · Meseret Cherkos Tessema, Tamrat Temesgen Dufera, et al. · International Journal of Computer Mathematics · 1
Works count: 43
Citation count: 310
H-index: 10
I10-index: 10
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