# LG AI Research — [ICML2026] MCFlow, a New Integrated Model for AI-Generated Inorganic Materials

- Company: LG AI Research (lgresearch.ai)
- Announced: 2026-09-22
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.lgresearch.ai/blog/view?seq=695
- Record: https://forck.live/items/12954-icml2026-mcflow-a-new-integrated-model-for-ai-generated-inorganic-materials
- Subject: EXAONE
- Models affected: MCFlow

LG AI Research developed MCFlow (Multimodal Crystal Flow), a single integrated generative model for inorganic materials that can perform crystal structure prediction from composition, de novo generation of both composition and structure, and generation of atomic species for a given structure. The research was accepted to ICML 2026.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=695:

> LG AI Research developed Multimodal Crystal Flow (MCFlow), a model capable of performing not only conventional composition-based structure generation and new composition-structure generation, but also the generation of atomic species suitable for a given crystal structure, all within a single model.

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Record: https://forck.live/items/12954-icml2026-mcflow-a-new-integrated-model-for-ai-generated-inorganic-materials
Catalogue: https://forck.live/llms.txt
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