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Installation with Docker

  • Pull the image
  • Usage

Build Milady

  • Download sources
  • Local build
  • Build on Irene
  • Build on Marconi
  • MILADY potentials in Lammps

User manual

  • Input files
  • ML tasks
  • Regression models
  • Kernels
  • Atomic systems
  • Descriptors
  • Databases
  • Optimization of hyperparameters
  • Advanced options

Examples

  • Compute and write descriptors without further fit
  • LML fit in bcc Fe
  • QNML fit in HEA
  • Kernel regression using polynomial kernel

Publications

  • Articles
  • Potentials

Tutorials

  • Roscoff
Milady
  • Search

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