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#synthesis-planning News & Analysis

2 articles tagged with #synthesis-planning. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 37/103
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MSP-LLM: A Unified Large Language Model Framework for Complete Material Synthesis Planning

Researchers have developed MSP-LLM, a unified large language model framework for complete material synthesis planning that addresses both precursor prediction and synthesis operation prediction. The system outperforms existing methods by breaking down the complex task into structured subproblems with chemical consistency.

AINeutralarXiv – CS AI · 9h ago6/10
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From Feasible to Practical: Pareto-Optimal Synthesis Planning

Researchers introduce MORetro*, a multi-objective optimization algorithm for computer-aided synthesis planning that generates Pareto-optimal routes balancing cost, sustainability, toxicity, and yield. This approach moves beyond single-route solutions to provide chemists with practical trade-off alternatives aligned with real-world industrial decision-making.