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Capability

DScribe tool

Generate atomistic descriptors and derivatives for materials modeling and machine learning.

Community indexedMaterials engineering

Capability details

What this helps you do

Generate atomistic descriptors and derivatives for materials modeling and machine learning.

Catalog editorial description

View description sources

editor · 2026-09-19 — Catalog classification and summary; not maintainer acknowledgement.

Research classification

Materials engineering

View discipline evidence

editor · 2026-09-19 — Core research task classification from pinned primary documentation. 2.5 材料工程:依据固定上游用途及所列官方补充材料作出的策展判断。项目和核心工具均限于上述用途,跨领域框架不强制收窄。

Who it is for

An intended audience has not been supplied. Check the original documentation for suitability and prerequisites.

How to use it

Follow upstream guidance and source conditions.

AIPOCH has not verified execution.

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Inputs

  • 原子结构

Outputs

  • SOAP、ACSF、MBTR等描述符和导数

Resource type

Tool

Execution guidance

community described

Read execution guidance

Access conditions

  • Apache-2.0
  • 描述符库而非已训练性质预测模型
  • Community indexing of core software only. External components, models, datasets and services have separate terms. Installation, scientific accuracy and suitability were not validated.
View usage information sources

Inputs

editor · 2026-09-19 — Catalog classification and summary; not maintainer acknowledgement.

Outputs

editor · 2026-09-19 — Catalog classification and summary; not maintainer acknowledgement.

Access conditions

editor · 2026-09-19 — Catalog classification and summary; not maintainer acknowledgement.

Documentation

editor · 2026-09-19 — Catalog classification and summary; not maintainer acknowledgement.

Sources & versions

SINGROUP/dscribe
Reference role
implementation
Last successful public check
2026-09-22T08:38:58.191Z
Latest public check attempt
2026-09-22T08:38:58.191Z · ok
GitHub metrics
Stars 475 · checked · latest attempt 2026-09-22T08:38:58.191Z (ok)
Forks 99 · checked · latest attempt 2026-09-22T08:38:58.191Z (ok)
Latest default-branch commit
Unknown
Source activity check
missing · last successful check unknown · latest attempt 2026-09-22T08:38:58.191Z (unavailable)
Source status
Active at last observation
License
Apache-2.0
Fixed commit
0b62a970e1230a2b011341383609111a26f86362
Reference checked
2026-09-19
Download source at this commit

Default-branch activity is separate from the fixed reference above. Source terms apply. A fixed commit identifies content; it does not establish scientific validity.

Related research

DScribeCommunity indexed

Generate atomistic descriptors and derivatives for materials modeling and machine learning.

Research discipline Materials engineeringReusable outputs 1
Materials engineeringSINGROUP/dscribe
Added Change observed by
GitHub · SINGROUP/dscribeStars 475Forks 99

Claims & evidence

No maintainer acknowledgement or scientific validation is recorded for this entry. Community indexing only describes its inclusion in this catalog.

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Research questions and code contributions belong with the original project. Catalog corrections can be proposed separately.

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