AIBullisharXiv – CS AI · 15h ago7/10
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DGLD: Domain-Gated Latent Diffusion for the Discovery of Novel Energetic Materials
Researchers introduce Domain-Gated Latent Diffusion (DGLD), an AI method that discovered 12 novel energetic materials using generative diffusion models with quality-gated training and multi-task guidance. The breakthrough identified two lead compounds with performance metrics rivaling HMX-class materials for the first time in 15 years, validated through DFT simulations and released with open-source code.