M3
ENT-00002403 · AI Model

M3GNet

M3GNet is a AI model associated with UC San Diego, classified in LXKeys.world as Scientific / Biomedical Model.

Level V PersistentActiveDocumented
Human record

Overview

M3GNet is an AI model or research system associated with UC San Diego. It is documented as graph neural network for materials properties.

Timeline

  1. 2022Initial model publication or release

    M3GNet entered the documented public record in 2022. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Model inference or generationResearch or product evaluationVersioned technical documentationIntegration into model or product ecosystems

Known limitations

Model behavior depends on version, deployment settings and usage context.Capabilities should be interpreted through the linked model card, official documentation or research source.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for M3GNet. Entity type: AI Model; classification: Scientific / Biomedical Model; creator/organization context: Materials Virtual Lab. Canonical source anchor: https://github.com/materialsvirtuallab/m3gnet. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Controlled tags

Scientific AIAI ModelMaterialsScientific AI Model
Relationship graph

M3GNet

Open in full graph
M3GNet
CreatorOutgoing
Materials Virtual Lab

Materials Virtual Lab is documented as creator, contributor or originating team for M3GNet.

Associated organizationOutgoing
UC San Diego

UC San Diego is the organization or institutional context associated with M3GNet.

ClassificationOutgoing
Scientific AI Model

M3GNet is classified as Scientific AI Model.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

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    "url": "https://lxkeys.world/entry.php?id=ENT-00002403&lang=en",
    "sameAs": "https://github.com/materialsvirtuallab/m3gnet",
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        "firstPublicAppearance": "2022",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
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        "lxCalendarium": {
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            "created_utc": "2026-06-17T01:33:48+00:00",
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            "updated_utc": "2026-06-17T01:33:48+00:00",
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