Efficient design of neural network based on modified LM training algorithm for solving nonlinear 4th order 3D-PDEs
*Farah F. GhaziCorresponding authorfarah.f.g@ihcoedu.uobaghdad.edu.iqDepartment of MathematicsCollege of Education for Pure Science (Ibn Al-Haitham)University of BaghdadBaghdad, IraqView full profile → , Luma N. M. Tawfiqluma.n.m@ihcoedu.uobaghdad.edu.iqDepartment of MathematicsCollege of Education for Pure Science (Ibn Al-Haitham)University of BaghdadBaghdad, IraqView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 05 Mar 2025
- Published Online:
- 29 Jan 2026
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIM-2012
- Pages:
- 225–234
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References
[1] R. K. K. Ajeena and H. Kamarulhaili, “On the distribution of scalar kfor elliptic scalar multiplication,” AIP Conf. Proc., vol. 1682, no. 1, Art. no. 020052 (2015).
[2] S. J. Mohammed and M. A. Mohammed, “Runge–Kutta numerical method for solving a nonlinear influenza model,” J. Phys.: Conf. Ser., vol. 1879, Art. no. 032040, pp. 1–15 (2021).
[3] S. J. Mohammed and M. A. Mohammed, “Mean Latin hypercube Runge–Kutta method to solve the influenza model,” Iraqi J. Sci., vol. 63, no. 3, pp. 1158–1177 (2022).
[4] F. F. Ghazi, “Modeling the contamination of soil adjacent to Mohammed Al-Qassim Highway in Baghdad,” Iraqi J. Sci., vol. 61, no. 10, pp. 2663–2670 (2020).
[5] M. H. Hashem and R. K. K. Ajeena, “The tensor product bipartite graph for a symmetric encryption scheme,” AIP Conf. Proc., vol. 2591, no. 1, Art. no. 050003 (2023).
[6] R. K. K. Ajeena, “Integer matrix size 2×2sub-decomposition method for elliptic curve cryptography,” Comput. Sci., vol. 18, no. 4, pp. 599–606 (2023).
[7] H. J. Jamil and M. R. A. Albahri, “Hookah smoking with health risk perception of different types of tobacco,” J. Phys.: Conf. Ser., vol. 1664, no. 1, Art. no. 012127 (2020).
[8] M. H. Ali and L. N. Tawfiq, “Design of an optimal neural network for solving the unsteady-state confined aquifer problem,” Math. Model. Eng. Probl., vol. 10, no. 2 (2023).
