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Calculate oxygen solubility in water at any temperature between 0°C - 50°C based on published empirical model (Hitchman, Measurement of Dissolved Oxygen, 1978), and tabulated vapour pressures of water.
Part of my work realized during the years as a PhD student. I was in the team MEMO of the CIRIMAT lab in Toulouse. I study via a multi-scale approach the influence influence of H, C, N impurities and point defects on the solubility and diffusion of the oxygen in the nickel (fcc phase). My works was under the supervision of Damien Connétable and …
A machine learning pipeline for the prediction of aqueous solubility of small chemical compounds is proposed. Pairs of SMILES chemical structures and experimental values of the solubility are used to learn a model. A Flask application reads the SMILES chemical structure of a new compound and predicts the solubility missing value in logS units.
MEng research project, assessing the performance of various co-solvent solubility models. MATLAB tool to run solubility predictions/import data and perform analysis on results.
Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.