M3GNet-Eform-MP-2019.4.1

Introduction

Pre-trained formation energy model based on M3GNet. Retrained due to changes in M3GNet implementation in MatGL.

Usage

import matgl

model = matgl.load_model("materialyze/M3GNet-Eform-MP-2019.4.1")

Model Details

• Number of parameters: 394,000

Metrics

Split	MAE (eV/atom)
Train	0.006
Validation	0.022

Metadata

{
  "dataset": "MP-EForm-2019.4.1",
}