The digitalization of chemical research and industry is vastly increasing the available data
for developing and parametrizing kinetic models. To exploit this data, machine learning …

Chemical reaction neural networks (CRNNs) established as a useful tool for autonomous
mechanism discovery. While they encode some fundamental physical laws, mass-and atom …

Energetic materials (EMs) are a kind of metastable functional materials with certain potential
barriers, overcoming which can quickly release the energy stored in EMs. A thorough …

(1) Background: The frequency and intensity of war-like activities (war, military training, and
shooting ranges) worldwide cause soil pollution by metals, metalloids, explosives …

Although the research on CL-20 crystals has reached a high level, the property of the
explosive-desensitizer interface is a key concern for composite explosive applications …

Although CL-20 is one of the most widely used high-explosives, the issue of its high
sensibility and interfacial interaction with coating material in composite explosives have not …

This study investigates the thermal decomposition of 1, 3, 5-trinitroperhydro-1, 3, 5-triazine
(RDX) based on combined thermogravimetric (TG) and chemical reaction neural network …

Owing to its hydrogen storage capacity, aluminum hydride (AlH 3) has been proposed as a
potential fuel additive in solid rocket propellants to achieve a higher specific impulse and …

Abstract 1, 3, 5, 7-Tetranitro-1, 3, 5, 7-tetrazocane (HMX) is commonly used in solid
propellants and explosives as energetic materials. The study of its kinetics and …

ABSTRACT CL-20, as the best comprehensive high nitrogen energetic material, plays an
important role in weaponry, equipment, and national defense. TKX-50, as a new type of ionic …