aspg-21-3908-1791475373 20261008160253 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group International Journal of Neutrosophic Science IJNS 2692-6148 2690-6805 2025 26 4 Eman Almuhur Department of Mathematics, Applied Science Private University, Jordan Nabeela Abu-Al Kishik Department of Mathematics, Jerash University, Jordan Hamza Qoqazeh Department of Mathematics, Irbid National University, Jordan Ali Atoom Department of Mathematics, Ajloun National University, Jordan Manal Al-labadi Department of Mathematics, University of Petra, Jordan Wasim Audeh Department of Mathematics, University of Petra, Jordan The primary goal of the article is to examine the data s shape and crack higher-order graph structures in cell complex topology. Further simplical complex-based kernel estimation methods are explored and discussed. 2025 174 183 3908 https://creativecommons.org/licenses/by/4.0/ 10.54216/IJNS.260417 https://www.americaspg.com/journal/21/article/3908 https://www.americaspg.com/storage/71750001116.pdf