Energetics
ETC helps government and defense partners develop energetic materials, formulations, and subsystems more efficiently. By combining expertise in energetic chemistry with advanced data analytics, artificial intelligence, and machine learning, we help reduce costly trial-and-error testing and support the journey from research to deployment.
Our team uses advanced modeling and analytics to identify materials and evaluate manufacturing readiness. These tools help researchers make informed decisions, prioritize testing, and manage uncertainty when time, cost, or safety constraints limit experimentation.
These capabilities are integrated into government and laboratory research workflows to support hypothesis generation, experimental design, and decision-making under uncertainty, particularly in contexts where empirical testing is costly, time-constrained, or safety-limited.
Our capabilities include:
- AI-enabled energetic material discovery: Identify and evaluate molecules using machine learning, predictive modeling, and physics-based approaches designed for limited or sparse datasets.
- Formulation optimization: Improve explosive, propellant, and pyrotechnic formulations by predicting performance, stability, sensitivity, and manufacturing tradeoffs before extensive laboratory testing.
- Chemical informatics and data analytics: Develop molecular models and data frameworks that integrate information from various sources to support research and development.
