retrosynthesis
3 articles about retrosynthesis in AI news
C3LM Hits SOTA Retrosynthesis With 45.6M-Reaction Training Set
C3LM, trained on 45.6M reactions, achieves SOTA retrosynthesis via Top-K prompting. Details sparse but scale is notable.
Beyond General AI: How Liquid Foundation Models Are Revolutionizing Drug Discovery
Researchers have developed MMAI Gym, a specialized training platform that teaches AI the 'language of molecules' to create more efficient drug discovery models. The resulting Liquid Foundation Models outperform larger general-purpose AI while requiring fewer computational resources.
RxnNano: How a Tiny AI Model Outperforms Giants in Chemical Discovery
Researchers have developed RxnNano, a compact 0.5B-parameter AI model that outperforms models ten times larger in predicting chemical reactions. Using innovative training techniques that prioritize chemical understanding over brute-force scaling, it achieves 23.5% better accuracy on key benchmarks for drug discovery applications.