Reverse design of high-detonation-velocity organic energetic compounds based on an accurate BPNN with wide applicability
Qiong Wu, Guanchen Dong, Shuai-yu Wang, Xinyu Wang, Bin Yan, Weihua Zhu, Jing Lv, Linghua Tan
Abstract
Key factors affecting detonation velocity ( D ) are identified with machine learning (2% error), and high- D energetic compounds are designed.
Topics & Concepts
DetonationProcess engineeringDetonation velocityEnvironmental scienceMaterials scienceBiochemical engineeringComputer scienceAerospace engineeringEngineeringChemistryExplosive materialOrganic chemistryEnergetic Materials and CombustionCombustion and Detonation ProcessesRocket and propulsion systems research