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印度初创公司 Scimplify 获 Hitachi Ventures 领投的 2500 万美元融资，估值达 2.5 亿美元，利用其 AI 平台 Sc加速特种化学品与关键材料的研发生产，以挑战中国在该领域的主导地位。
The article profiles nine innovators under 35 advancing climate technology, emphasizing AI's dominant role, the urgency of extracting critical materials, and the necessity of societal overhauls to address climate change.
This technical note presents a decision-focused active learning approach for optimizing critical materials recovery, showing that adaptive policies can achieve maximum enrichment with fewer experiments than nonadaptive methods in autonomous laboratory workflows.