Victor Abrukov*, Weiqiang Pang and Darya Anufrieva
Published on: 11th March, 2024
The combustion properties of energetic materials have been extensively studied in the scientific literature. With the rapid advancement of data science and artificial intelligence techniques, predicting the performance of solid rocket propellants (SRPs) has become a key focus for researchers globally. Understanding and forecasting the characteristics of SRPs are crucial for analyzing and modeling combustion mechanisms, leading to the development of cutting-edge energetic materials. This study presents a methodology utilizing artificial neural networks (ANN) to create multifactor computational models (MCM) for predicting the burning rate of solid propellants. These models, based on existing burning rate data, can solve direct and inverse tasks, as well as conduct virtual experiments. The objective functions of the models focus on burning rate (direct tasks) and pressure (inverse tasks). This research lays the foundation for developing generalized combustion models to forecast the effects of various catalysts on a range of SRPs. Furthermore, this work represents a new direction in combustion science, contributing to the creation of a High-Energetic Materials Genome that accelerates the development of advanced propellants.
Thank you very much. I think the review process and all of what concerns the administration of the publication concerning our paper has been excellent. The nice and quick answers have been very good I think.
Doris Nilsson
Really good service with prompt response. Looking forward to having long lasting relationship with your journal
Avishek Bagchi
Your service is very good and fast reply, Also your service understand our situation and support us to publication our articles.
Palestine College of Nursing, Khan Younis, Gaza Strip, Palestine
Ayman M Abu Mustafa
I hope to ability to make some new investigation and publish in Your Company in future.
Artur Stopyra
Your journal has accomplished its intended mission of providing very effective and efficient goals in dealing with submissions, conducting the reviewing process and in publishing accepted manuscripts in a timely manner. Keep up the great work and services that you provide.
University of Jacqmar, Inc., USA
John St. Cyr
Regarding to be services, we note that are work with high standards of professionalism translated into quick response, efficiency which makes communication accessible. Furthermore, I believe to be much inviting for the submission of future works for publication purposes.
Amélia João Alice Nkutxi
I was very pleased with the quick editorial process. We are sure that our paper will have great visibility, among other things due to its open access. We believe in science accessible to all.
Anderson Fernando de Souza
“It was a delightful experience publishing my manuscript with the Clinical Journal of Obstetrics and Gynecology. They offered me lots of opportunities I never had from most publishing houses and their prompt services are greatly appreciated.”
Department of Agricultural Economics, Agribusiness and Extension, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
Akowuah Jones Asafo
Publishing with the International Journal of Clinical and Experimental Ophthalmology was a rewarding experience as review process was thorough and brisk.
Their visibility online is second to none as their published articles appear in all search engines.
I will encourage researchers to publish with them.
Elizabeth Awoyesuku
I would like to thank this journal for publishing my Research Article. Something I really appreciate about this journal is, they did not take much time from the day of Submission to the publishing date. Looking forward to have more publications in future.
If you are already a member of our network and need to keep track of any developments regarding a question you have already submitted, click "take me to my Query."