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Author

Alemayehu Tamirie Deresse

ORCID: 0000-0003-4922-0656
Observed ORCID: 0000-0003-4922-0656
OpenAlex ID: A5055644738
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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A deep learning approach: physics-informed neural networks for solving a nonlinear telegraph equation with different boundary conditions
2025 · Alemayehu Tamirie Deresse, Alemu Senbeta Bekela · BMC Research Notes · 30
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A hybrid yang transform adomian decomposition method for solving time-fractional nonlinear partial differential equation
2024 · Alemu Senbeta Bekela, Alemayehu Tamirie Deresse · BMC Research Notes · 30
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
Leveraging enhanced physics-informed neural networks based on adaptive weight loss for solving inverse problems of nonlinear Sine-Gordon equation
2025 · Alemayehu Tamirie Deresse, Tamirat Temesgen Dufera, et al. · The European Physical Journal Plus · 21
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
Analytical Solution of Two-Dimensional Sine-Gordon Equation
2021 · Alemayehu Tamirie Deresse, Yesuf Obsie Mussa, et al. · Advances in Mathematical Physics · 20
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Double Sumudu Transform Iterative Method for One-Dimensional Nonlinear Coupled Sine-Gordon Equation
2022 · Alemayehu Tamirie Deresse · Advances in Mathematical Physics · 19
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Approximate Analytical Solution to Nonlinear Delay Differential Equations by Using Sumudu Iterative Method
2022 · Asfaw Tsegaye Moltot, Alemayehu Tamirie Deresse · Advances in Mathematical Physics · 18
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An Efficient Numerical Method for Nonlinear Time Fractional Hyperbolic Partial Differential Equations Based on Fractional Shehu Transform Iterative Method
2025 · Alemu Senbeta Bekela, Alemayehu Tamirie Deresse · Journal of Applied Mathematics · 16
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Solutions of Two-Dimensional Nonlinear Sine-Gordon Equation via Triple Laplace Transform Coupled with Iterative Method
2021 · Alemayehu Tamirie Deresse, Yesuf Obsie Mussa, et al. · Journal of Applied Mathematics · 13
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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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Analytical Solution of One-Dimensional Nonlinear Conformable Fractional Telegraph Equation by Reduced Differential Transform Method
2022 · Alemayehu Tamirie Deresse · Advances in Mathematical Physics · 10
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Analytical Solutions to Two-Dimensional Nonlinear Telegraph Equations Using the Conformable Triple Laplace Transform Iterative Method
2022 · Alemayehu Tamirie Deresse · Advances in Mathematical Physics · 10
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Approximate Analytical Solution of Two-Dimensional Nonlinear Time-Fractional Damped Wave Equation in the Caputo Fractional Derivative Operator
2022 · Alemayehu Tamirie Deresse, Yesuf Obsie Mussa, et al. · Mathematical Problems in Engineering · 8
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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
Application of Iterative Three-Dimensional Laplace Transform Method for 2-Dimensional Nonlinear Klein-Gordon Equation
2023 · Alemayehu Tamirie Deresse · Trends in Sciences · 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
An efficient semi-analytical approach for solving nonlinear mathematical physics problems
2025 · Azimachew Debebe Mulat, Alemayehu Tamirie Deresse · Discover Applied Sciences · 3
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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
A gradient-enhanced physics-informed neural network with adaptive loss weighting for high-dimensional non-linear sine-Gordon problems
2026 · Alemayehu Tamirie Deresse, Tamirat Temesgen Dufera · Scientific Reports · 1
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A Fourier feature physics-informed neural network framework for accurate mesh-free solutions of two-dimensional time-domain Maxwell equations
2026 · Abdenie Tukie Tufa, Tamirat Temesgen Dufera, et al. · AIP Advances · 1
An adaptive collocation physics-informed neural networks for multidimensional heat conduction problems in complex geometries
2026 · Meseret Cherkos Tessema, Tamirat Temesgen Dufera, et al. · Physica Scripta
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Works count: 30
Citation count: 307
H-index: 11
I10-index: 14
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