aflow-materials-discovery

Included with Lifetime

$97 forever

AFLOW automatic materials discovery skill for high-throughput DFT calculations and materials database queries

General

What this skill does


# AFLOW Materials Discovery

## Purpose

Provides expert guidance on AFLOW for high-throughput materials discovery, including database queries, workflow generation, and machine learning integration.

## Capabilities

- AFLOW database API queries
- Automatic workflow generation
- Thermodynamic stability analysis
- Prototype structure generation
- Descriptor calculation
- Machine learning integration

## Usage Guidelines

1. **Database Queries**: Search AFLOW database for materials
2. **Workflow Generation**: Create automatic DFT workflows
3. **Stability Analysis**: Analyze thermodynamic stability
4. **Prototypes**: Generate crystal structure prototypes
5. **ML Integration**: Calculate descriptors for ML models

## Tools/Libraries

- AFLOW
- aflow.py
- Materials Project API

Files: 1

Size: 1.1 KB

Complexity: 9/100

Category: General

Source: https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/science/physics/skills/aflow-materials-discovery

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