biostudies-otherUnknownZainab Ashimiyu-AbdusalamAdvances in Neural Information Processing Systems 33 (NeurIPS 2020)https://www.ebi.ac.uk/biostudies/studies/MODEL2406040005biostudies-other10.48550/arXiv.2007.02835Amna AliZainab Ashimiyu-AbdusalamfalseRong2020 - Grover-Esol: Prediction of water solubility (log solubility in mols per litre) for common organic small molecules<p>This model has been trained using the GROVER embedding and the Molecule Net ESOL dataset. .</p><p><normal>Model Type:</normal> Molecular properties prediction ML model.<br><normal>Model Relevance:</normal> Predicts Log Solubility.<br><normal>Model Encoded by:</normal> Amna Ali (Ersilia)<br><normal>Metadata Submitted in BioModels by:</normal> Zainab Ashimiyu-Abdusalam</p><p>Implementation of this model code by <a href="https://ersilia.io/">Ersilia</a> is available here: <br><a href="https://github.com/ersilia-os/eos8451">https://github.com/ersilia-os/eos8451</a></p><img src="https://www.ebi.ac.uk/biomodels/static-assets/images/ersilia-logo.png" alt="Ersilia Logo" width="150">2024-06-04T00:00:00Z2025-07-14T17:01:44.953Z2025-03-31T13:26:33.028ZMODEL24060400050000009NCIT:C53237NCIT:C16421NCIT:C17429C154407NCIT:C75915topic_3336topic_0154topic_3474data_1497CHEMINF:000018MI:2027MI:216010.48550/arXiv.2007.02835groverdatasets-1eos8451