ENT-00001900 · Scientific AI Model

DimeNet

DimeNet is a directional message passing neural network associated with Freiburg University.

Level IV — ConnectedActiveConnected

Human readable record

Overview

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

Timeline

2023DimeNet public documentation anchor
DimeNet appears in public documentation or stable reference sources as a directional message passing neural network associated with Freiburg University.

Capabilities

Model capabilityResearch referenceBenchmarkable system

Known limitations

The record describes the public identity and documented role of the entity, not private implementation details.Capabilities depend on version, deployment context, access conditions and the available public documentation.

Technical and registry detail

Technical description

Structured record for DimeNet. The technical layer identifies entity type, classification, creator or organization, public source anchors, timeline entry, capabilities, limitations, registry status and graph relationships. Source anchor: https://github.com/gasteigerjo/dimenet.

Controlled tags

AI ModelResearch SystemTechnical Record

Relationship graph

DimeNet

Created byFreiburg University

DimeNet is associated with Freiburg University through its documented source context.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001900",
    "name": "DimeNet",
    "alternateName": [],
    "additionalType": "Scientific AI Model",
    "description": "DimeNet is a directional message passing neural network associated with Freiburg University.",
    "creator": "Freiburg University",
    "url": "entity.php?id=ENT-00001900",
    "sameAs": "https://github.com/gasteigerjo/dimenet",
    "lxkeysWorld": {
        "classification": "directional message passing neural network",
        "organization": "Freiburg University",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Connected",
        "spatiumIndex": {
            "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",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:29+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:29+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Model capability",
            "Research reference",
            "Benchmarkable system"
        ],
        "limitations": [
            "The record describes the public identity and documented role of the entity, not private implementation details.",
            "Capabilities depend on version, deployment context, access conditions and the available public documentation."
        ],
        "tags": [
            "AI Model",
            "Research System",
            "Technical Record"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "DimeNet public documentation anchor",
                "description": "DimeNet appears in public documentation or stable reference sources as a directional message passing neural network associated with Freiburg University."
            }
        ],
        "relationships": [
            {
                "target": "Freiburg University",
                "type": "Created by",
                "description": "DimeNet is associated with Freiburg University through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Model card, paper, official page or repository",
                "url": "https://github.com/gasteigerjo/dimenet",
                "source_type": "Official Repository",
                "verification_status": "verified"
            }
        ]
    }
}

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