i-Melt

Contents:

  • Installation
  • Database
  • Training
  • Predictions
  • Tutorials
  • Errors and bugs
  • References
i-Melt
  • References
  • View page source

References

Le Losq C., Valentine A. P., Mysen B. O., Neuville D. R., 2021. Structure and properties of alkali aluminosilicate glasses and melts: insights from deep learning. Geochimica and Cosmochimica Acta, https://doi.org/10.1016/j.gca.2021.08.023

Le Losq C., Valentine A. P., Baldoni B., 2021. From Windows to Volcanoes: How PyTorch Is Helping Us Understand Glass. Medium/pytorch, https://medium.com/pytorch/from-windows-to-volcanoes-how-pytorch-is-helping-us-understand-glass-8720d480f4f2

Le Losq C., Valentine A. P., 2021. charlesll/i-melt: i-Melt v1.2.1 (v1.2.1). Zenodo. https://doi.org/10.5281/zenodo.5342178

Le Losq C., Baldoni B., Valentine A. P., 2023. charlesll/i-melt: i-Melt v2.0.0 (v2.0.0). Zenodo. https://doi.org/10.5281/zenodo.7858297

Le Losq C., Badoni B., 2023. Machine learning modeling of the atomic structure and physical properties of alkali and alkaline-earth aluminosilicate glasses and melts. arXiv:2304.12123 https://doi.org/10.48550/arXiv.2304.12123

Le Losq, C., Baldoni, B., 2023. Machine learning modeling of the atomic structure and physical properties of alkali and alkaline-earth aluminosilicate glasses and melts. Journal of Non-Crystalline Solids 617, 122481. https://doi.org/10.1016/j.jnoncrysol.2023.122481

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