i-Melt
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.
- Web app https://i-melt.streamlit.app/
- Documentation (in progress) https://i-melt.readthedocs.io/en/latest/
- Source code: https://github.com/charlesll/i-melt/tree/main/i-melt/src/
- License: https://github.com/charlesll/i-melt/LICENSE
- References: https://i-melt.readthedocs.io/en/latest/references.html
- Bug reports: https://github.com/charlesll/i-melt/issues
- Contact lelosq@ipgp.fr
Software Contributors
Charles Le Losq, University Paris Cité, Institut de physique du globe de Paris, lelosq@ipgp.fr
Barbara Baldoni, University Paris Cité, Institut de physique du globe de Paris, baldoni@ipgp.fr
Andrew P. Valentine, Durham University, andrew.valentine@durham.ac.uk
1 maintainer
Metadata
1 maintainer
Release files for imelt 2.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| imelt-2.2.0.tar.gz | 50.7 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| imelt-2.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 89.9 MB
Release files / imelt-2.2.0.tar.gz
| Download URL | imelt-2.2.0.tar.gz |
|---|---|
| Size | 50.7 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
5072be2f6acede73a5df8ad2828df62348651a567b6628c00e5f39ddd2302d94
|
|
BLAKE2b-256 checksum How to use checksums |
639732ff0936c3732104486d85bf77664e053b6ddf45a59435f4bb2c30e5e33b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 2, 2025.
Transparency logRelease files / imelt-2.2.0-py3-none-any.whl
| Download URL | imelt-2.2.0-py3-none-any.whl |
|---|---|
| Size | 39.2 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
5588643c7201f106b9b7903ce596e678750a94c29fa1a28d4efabc9182a0e02f
|
|
BLAKE2b-256 checksum How to use checksums |
9624fa5c60422ed6a01af3c4abc98c53a704cd36c08ab4511118245166b389c2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jul 2, 2025.
Transparency log
