MA
ENT-00002401 · AI Model

MACE

MACE is a AI model associated with MACE, classified in LXKeys.world as Scientific / Biomedical Model.

Level V PersistentActiveDocumented
Human record

Overview

MACE is an AI model or research system associated with MACE. It is documented as equivariant machine learning force field model.

Timeline

  1. 2022Initial model publication or release

    MACE 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 MACE. Entity type: AI Model; classification: Scientific / Biomedical Model; creator/organization context: MACE contributors. Canonical source anchor: https://github.com/ACEsuit/mace. 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

MACE

Open in full graph
MACE
CreatorOutgoing
MACE contributors

MACE contributors is documented as creator, contributor or originating team for MACE.

ClassificationOutgoing
Scientific AI Model

MACE is classified as Scientific AI Model.

Machine readable layer

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

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    "@type": "Thing",
    "identifier": "ENT-00002401",
    "name": "MACE",
    "alternateName": [],
    "additionalType": {
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        "type": "AI Model",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "MACE is a AI model associated with MACE, classified in LXKeys.world as Scientific / Biomedical Model.",
    "creator": "MACE contributors",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002401&lang=en",
    "sameAs": "https://github.com/ACEsuit/mace",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00002401",
        "kind": "Models",
        "type": "AI Model",
        "subtype": "",
        "classification": "Scientific / Biomedical Model",
        "organization": "MACE",
        "originContext": "AI model repository",
        "firstPublicAppearance": "2022",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "facts": [],
        "capabilities": [
            "Model inference or generation",
            "Research or product evaluation",
            "Versioned technical documentation",
            "Integration into model or product ecosystems"
        ],
        "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."
        ],
        "tags": [
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            "Materials",
            "Scientific AI Model"
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        "timeline": [
            {
                "date": "2022",
                "title": "Initial model publication or release",
                "description": "MACE entered the documented public record in 2022. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://github.com/ACEsuit/mace",
                "verification_status": "source_backed_curated_baseline"
            }
        ],
        "relationships": [
            {
                "target": "MACE contributors",
                "type": "Creator",
                "description": "MACE contributors is documented as creator, contributor or originating team for MACE.",
                "evidence_level": "documentary"
            },
            {
                "target": "MACE",
                "type": "Associated organization",
                "description": "MACE is the organization or institutional context associated with MACE.",
                "evidence_level": "documentary"
            },
            {
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                "type": "Classification",
                "description": "MACE is classified as Scientific AI Model.",
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        ],
        "sources": [
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                "label": "Official documentation",
                "url": "https://github.com/ACEsuit/mace",
                "source_type": "Model Card / Official Source",
                "verification_status": "verified",
                "authority": "TRUSTED_PRIMARY",
                "role": "code_repository",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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