Adaptive Gradient-Enhanced PINNs for Numerical Solution of Convection-Diffusion Equation

Published February 24, 2026 | Version v1

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1. Department of Basic Sciences and Islamiat, University of Engineering and Technology, Peshawar, Pakistan

1. Department of Basic Sciences and Islamiat, University of Engineering and Technology, Peshawar, Pakistan

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Repository URL: https://www.ijew.io/paper/adaptive-gradient-enhanced-pinns-for-numerical-solution-of-convection-diffusion-equation

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Resource type

Journal article

Publisher

Kambohwell Publisher

Published in

International Journal of Engineering Works, 13(02), 13-21, ISSN: 2409-2770, 2026.

Languages

English

License: Creative Commons Attribution 4.0 International

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Copyright: Author retain all © copyrights 2026 IJEW. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.