Sequential construction of stable nitrogen–oxygen compounds using high-throughput quantum mechanical calculations and customized machine learning model

The machine learning-driven approach and sequential construction strategy enabled the design of 168 nitrogen–oxygen compounds. High-throughput calculations identified 106 stable candidates, some rivaling N 2 O 4 , with potential for space exploration.