危险废物
化学
二氯甲烷
选择(遗传算法)
溶剂
生化工程
干预(咨询)
组合化学
有机化学
三氟乙酸
化学工业
氯化溶剂
消费(社会学)
持久性(不连续性)
废物管理
可持续发展
业务
绿色化学
环境科学
化工产品
资源保护和恢复法案
可持续生产
作者
Maarten R. Dobbelaere,Helen F. Sneddon
摘要
Solvents dominate the environmental footprint of chemical synthesis, yet their selection remains governed by precedent rather than sustainability. Here, we analyse 1.3 million classified reactions from 40 years of patent data, distinguishing for the first time between reaction, workup, purification, and analytical solvents. Despite decades of awareness of solvent hazards and the publication of influential solvent selection guides, we find no net reduction in the proportion of hazardous solvents used as reaction media. Dichloromethane usage has grown, and rising trifluoroacetic acid consumption intensifies concerns over per- and polyfluoroalkyl substances. Where regulations have removed specific solvents, chemists have defaulted to lateral substitution, replacing one hazardous solvent with another rather than adopting greener alternatives. We identify the reaction classes most dependent on each problematic solvent, providing a data-driven framework for prioritising targeted intervention over blanket regulation. Crucially, these findings expose systemic biases in historical datasets that threaten to turn AI solvent-prediction models into engines for proliferating outdated, hazardous practices rather than advancing sustainable chemistry.
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