aspg-21-1965-1791472302 20261008151142 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group International Journal of Neutrosophic Science IJNS 2692-6148 2690-6805 2023 21 4 Sundus Naji AL-Aziz Department of Mathematical Sciences, Faculty of Science, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia Irsa Sajjad Department of mathematics and Statistics, Central South University, Changsha Hunan, China Javid Gani Dar Department of Applied Sciences, Symbiosis Institute of Technology, Symbiosis International (Deemed University) Pune, India Abd Al-Aziz H. EL Bagoury Higher Istitute of Engineering and Technology, Elmahala Elkobra, Egypt In this research, we introduce a neutrosopic extension of the Ramous Louzada Distribution called the Inverse Ramous Louzada Distribution. We delve into several mathematical properties of this distribution, including the Survival function, Hazard Rate function, cumulative Hazard Rate function, and estimation technique. Moreover, we conduct a comparative analysis between the Inverse Weibull distribution and the traditional Ramous Louzada Distribution, which are two widely used distributions. Our aim is to assess the performance of the developed model through Maximum Likelihood Estimation (MLE), Standard Error (SE), and Goodness of Fit tests. 2023 72 83 1965 https://creativecommons.org/licenses/by/4.0/ 10.54216/IJNS.210408 https://www.americaspg.com/journal/21/article/1965 https://www.americaspg.com/storage/41690572519.pdf