# DREAMS preprint describes automated materials screening from papers to simulations

_Published Monday, October 26, 2026 at 11:11 AM EDT · Science, AI · Latest · Tier 2 — Notable_

Researchers describe DREAMS, a language model agent system that carries out a computational screening pipeline for metal-organic frameworks, in a preprint. It mines research literature, connects publications to crystal structures and builds a database ready for computation before running progressively more expensive simulations.

The system identified promising candidates for separation under wet flue gas conditions, all originating from independent studies. Its reported result concerns computational screening rather than experimental validation of the selected materials.

## Sources

- [cs.AI updates on arXiv.org](https://arxiv.org/abs/2608.20434)

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Canonical: https://techandbusiness.org/newswire/rNNmuOXFHWGuHJV9O9RNX5
Published: 2026-10-26T15:11:57.594Z
Story chronology: 2026-10-26T04:00:00.000Z
Retrieved: 2026-10-26T18:02:40.318Z
Publisher: Tech & Business (techandbusiness.org)