# Decision-Focused Active Learning for Scale-Aware Critical-Materials Recovery

> *Machine translation (AI-generated content)*

**Published:** September 10, 2026
**Author:** Niranjan Srinivas, Debajyoti Ray, Elias Nakouzi
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/decision-focused-active-learning-for-scale-aware-critical-materials-reco

arXiv:2609.09413v1 Announce Type: new Abstract: Choosing a recovery process for scale-up requires connecting laboratory results with product requirements, process costs, and scale effects. We analyze records from Pacific Northwest National Laboratory's Computer Intelligence for…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.09413)

**Tags:** #arXiv

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