NE
ENT-00001901 · AI Model

NequIP

NequIP is a AI model associated with NequIP authors, classified in LXKeys.world as Foundation / Language Model.

Level IV ConnectedActiveDocumented
Human record

Overview

NequIP is a scientific AI system associated with NequIP authors. The record focuses on its role in domain-specific prediction, scientific analysis, biological modeling, materials discovery or research-oriented machine learning.

Timeline

  1. 2023Initial model publication or release

    NequIP entered the documented public record in 2023. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Model capabilityResearch referenceBenchmarkable system

Known limitations

Capabilities and behavior depend on the specific model version, checkpoints, prompting, tools and deployment configuration.Performance claims should be interpreted against the documented evaluation protocol and source material rather than generalized across tasks.Availability, licensing, safety controls and supported modalities may change over time.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for NequIP. Entity type: AI Model; classification: Foundation / Language Model; creator/organization context: NequIP authors. Canonical source anchor: https://github.com/mir-group/nequip. 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

AI ModelResearch SystemTechnical Record
Relationship graph

NequIP

Open in full graph
NequIP
Created byOutgoing
NequIP authors

NequIP is associated with NequIP authors through its documented source context.

Machine readable layer

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

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    "@type": "Thing",
    "identifier": "ENT-00001901",
    "name": "NequIP",
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    "creator": "NequIP authors",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001901&lang=en",
    "sameAs": "https://github.com/mir-group/nequip",
    "image": "",
    "lxkeysWorld": {
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        "classification": "Foundation / Language Model",
        "organization": "NequIP authors",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:29+00:00",
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            "updated_utc": "2026-06-16T23:59:29+00:00",
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        "facts": [],
        "capabilities": [
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        "limitations": [
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            "Performance claims should be interpreted against the documented evaluation protocol and source material rather than generalized across tasks.",
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                "description": "NequIP entered the documented public record in 2023. This event is retained at the precision supported by the Entry’s reviewed source history.",
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        "sources": [
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