Skip to content

i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses

License

Notifications You must be signed in to change notification settings

charlesll/i-melt

Repository files navigation

i-Melt

DOIGitHub

i-Melt is a physics-guided neural network model, that combines deep neural networks with physical equations to predict the structural, thermodynamic and dynamic properties of aluminosilicate melts and glasses.

Software Contributors

Charles Le Losq, University Paris Cité, Institut de physique du globe de Paris, [email protected]

Barbara Baldoni, University Paris Cité, Institut de physique du globe de Paris, [email protected]

Andrew P. Valentine, Durham University, [email protected]