Stewart Gault

The paper shows that machine learning models and large datasets fail to accurately predict extremophile enzyme melting and optimum temperatures, due to biased and error-laden training data.

This study shows high pressures lower the onset of intracellular vitrification in Bacillus subtilis, correlating with water freezing point depression and highlighting the role of NaCl in further depressing vitrification under pressure.