Falkner–skan flow with stream-wise pressure gradient and transfer of mass over a dynamic wall
| dc.contributor.author | Khan, Muhammad Fawad | |
| dc.contributor.author | Sulaiman, Muhammad | |
| dc.contributor.author | Tavera Romero, Carlos Andrés | |
| dc.contributor.author | Alkhathlan, Ali | |
| dc.date.accessioned | 2025-04-08T22:04:14Z | |
| dc.date.available | 2025-04-08T22:04:14Z | |
| dc.date.issued | 2021-11 | |
| dc.description.abstract | In this work, an important model in fluid dynamics is analyzed by a new hybrid neurocom-puting algorithm. We have considered the Falkner–Skan (FS) with the stream-wise pressure gradient transfer of mass over a dynamic wall. To analyze the boundary flow of the FS model, we have utilized the global search characteristic of a recently developed heuristic, the Sine Cosine Algorithm (SCA), and the local search characteristic of Sequential Quadratic Programming (SQP). Artificial neural network (ANN) architecture is utilized to construct a series solution of the mathematical model. We have called our technique the ANN-SCA-SQP algorithm. The dynamic of the FS system is observed by varying stream-wise pressure gradient mass transfer and dynamic wall. To validate the effectiveness of ANN-SCA-SQP algorithm, our solutions are compared with state-of-the-art reference solutions. We have repeated a hundred experiments to establish the robustness of our approach. Our experimental outcome validates the superiority of the ANN-SCA-SQP algorithm. | |
| dc.identifier.citation | Khan, M. F., Sulaiman, M., Tavera Romero, C. A., & Alkhathlan, A. (2021b). Falkner–skan flow with stream-wise pressure gradient and transfer of mass over a dynamic wall. Entropy, 23(11). https://doi.org/10.3390/e23111448 | |
| dc.identifier.issn | 10994300 | |
| dc.identifier.uri | https://repositorio.usc.edu.co/handle/20.500.12421/6397 | |
| dc.language.iso | en | |
| dc.subject | Artificial neural networks | |
| dc.subject | Computational fluid dynam-ics | |
| dc.subject | Computational science | |
| dc.subject | Differential equations | |
| dc.subject | Falkner–Skan system | |
| dc.subject | Fluid dynamics | |
| dc.subject | Hybrid computing | |
| dc.subject | Mass transfer | |
| dc.subject | Numerical methods | |
| dc.subject | Sequential quadratic programming | |
| dc.subject | Sine-cosine algorithm | |
| dc.title | Falkner–skan flow with stream-wise pressure gradient and transfer of mass over a dynamic wall | |
| dc.type | Article |