Which molecular properties determine the impact sensitivity of an explosive? A machine learning quantitative investigation of nitroaromatic explosives

Author:

Duarte Julio Cesar12ORCID,da Rocha Romulo Dias2,Borges Itamar13ORCID

Affiliation:

1. Departamento de Engenharia de Computação, Instituto Militar de Engenharia, Instituto Militar de Engenharia, Praça General Tibúrcio, 80, Urca, Rio de Janeiro (RJ), 22290-270, Brazil

2. Programa de Pós-Graduação em Engenharia de Defesa, Militar de Engenharia, Instituto Militar de Engenharia, Praça General Tibúrcio, 80, Urca, Rio de Janeiro (RJ), 22290-270, Brazil

3. Departamento de Química, Militar de Engenharia, Instituto Militar de Engenharia, Praça General Tibúrcio, 80, Urca, Rio de Janeiro (RJ), 22290-270, Brazil

Abstract

Machine learning was used to rationalize the molecular origin of the impact sensitivity of nitroaromatic explosives.

Funder

Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Royal Society of Chemistry (RSC)

Subject

Physical and Theoretical Chemistry,General Physics and Astronomy

Reference108 articles.

1. Design and Synthesis of Energetic Materials

2. A review of advanced high performance, insensitive and thermally stable energetic materials emerging for military and space applications

3. A.Demenay , L.Catoire and A.Osmont , in Theoretical and Computational Chemistry , ed. D. Mathieu , Elsevier , 2022 , vol. 22, pp. 107–137

4. E. R.Bernstein , R. W.Shaw , T. B.Brill and D. L.Thompson , Overviews of Recent Research on Energetic Materials , 2005

5. P. M.Politzer and J. S.Murray , Energetic Materials. Part 1. Decomposition, Crystal and Molecular Properties , Elsevier , Amsterdan , 2003

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