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A Unified Approach with Physics-Informed Neural Networks (PINNs) and the Homotopy Analysis Method (HAM) for Precise Approximate Solutions to Nonlinear PDEs: A Study of Burgers, Huxley, Fisher and Their Coupled Form.

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Title: A Unified Approach with Physics-Informed Neural Networks (PINNs) and the Homotopy Analysis Method (HAM) for Precise Approximate Solutions to Nonlinear PDEs: A Study of Burgers, Huxley, Fisher and Their Coupled Form.
Authors: Azam, Muhammad1 (AUTHOR), Alhwikem, Dalal2 (AUTHOR) d.alhwikem@qu.edu.sa, Ullah, Naseer1,3 (AUTHOR), Alhwikem, Faisal1,3 (AUTHOR)
Source: Symmetry (20738994). Mar2026, Vol. 18 Issue 3, p526. 41p.
Database: Academic Search Ultimate
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  Data: A Unified Approach with Physics-Informed Neural Networks (PINNs) and the Homotopy Analysis Method (HAM) for Precise Approximate Solutions to Nonlinear PDEs: A Study of Burgers, Huxley, Fisher and Their Coupled Form.
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  Data: <searchLink fieldCode="JN" term="%22Symmetry+%2820738994%29%22">Symmetry (20738994)</searchLink>. Mar2026, Vol. 18 Issue 3, p526. 41p.
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              Text: Mar2026
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