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A random forest model has for the first time enabled the prediction of the crystallisability (crystals vs. no crystals) of organic molecules with ~70% accuracy. The predictive model is based on calculated molecular descriptors and published experimental crystallisation propensities of a library of substituted acylanilides. [ABSTRACT FROM AUTHOR]

The crystalline nutritional supplement α-lipoic acid degrades rapidly on exposure to temperatures above its melting point 65 °C and to light. A small-scale experimental co-crystal screen has produced three novel co-crystals of α-lipoic acid that each display enhanced thermal stability and differences in aqueous solubilities compared to α-lipoic acid. In each case, the initial screening procedure produced tens of milligrams of material enabling initial identification, characterisation and crystal structure determination. The structure of the α-lipoic acid: nicotinamide co-crystal was determined by single crystal X-ray diffraction and used for subsequent phase identification. Scale-up of the co-crystallisation process of α-lipoic acid with nicotinamide was then investigated in a continuous oscillatory baffled crystalliser. Over 1 kg of solid co-crystals was produced using a continuous crystallisation process in a continuous oscillatory baffled crystalliser at a throughput of 350 g h-1 yielding a purity of 99% demonstrating this as an effective route to rapid scale-up of a novel co-crystal system. [ABSTRACT FROM AUTHOR]