Advanced Usage

This guide covers advanced features and active development branches.

Active Development Branches

GNN4ITk — Graph Neural Networks for ATLAS Inner Tracking

const gnn4itk = daniel.createProject({
  name: 'GNN4ITk',
  status: 'production-candidate',
  collaboration: 'ATLAS',
  description: 'Graph neural network pipeline for HL-LHC track reconstruction',
  scale: {
    input: '150k spacepoints per event',
    output: 'reconstructed particle tracks',
    performance: '...'  // fill in your metrics
  }
});

What it does:

Current status:

ChATLAS

const chatlas = daniel.createProject({
  name: 'ChATLAS',
  status: '...',
  description: '...'
});

What it does:

PLM

const plm = daniel.createProject({
  name: 'PLM',
  status: '...',
  description: '...'
});

What it does:

Other Active Modules

Project Name

const project = daniel.createProject({
  name: '...',
  status: '...',
  description: '...'
});

Experimental Features

Experimental

These features are in active development and may change without notice.

• Feature 1:
• Feature 2:

Integration with External Systems

The library integrates with several external systems:

System	Integration Level	Description
ATLAS	Production	Core deployment environment
IRIS-HEP	Active