To discover how machine learning (ML) is revolutionizing molecular crystal design and crystallization, a new review in Engineering explores ML’s role in accelerating solvate and co-crystal development, predicting crystal properties, and optimizing crystallization processes. Learn about the latest advancements and future prospects in this field.

Researchers have successfully tested an 80-kA REBCO cable-in-conduit conductor (CICC) for high-field fusion applications. The prototype demonstrated stability under extreme conditions, marking a significant step towards practical high-temperature superconductors (HTS) technology for future fusion reactors. Further work is needed to address remaining challenges, but this achievement brings us closer to realizing large-scale, high-field magnet applications.

Constructed wetlands (CWs) effectively remove low concentrations of dissolved carbon, nitrogen, and phosphorus pollutants, and prevent contamination and algal blooms from occurring in freshwater bodies. A team of Chinese researchers have identified factors that affect the removal efficacy of CWs and listed strategies to make CWs more effective. These findings can increase the deployment of CWs across diverse environments.

The arrival of agriculture coincided with a sharp rise in a gene variant that protected against the virus that causes winter vomiting, researchers from Karolinska Institutet and Linköping University report after analysing DNA from over 4,300 prehistoric individuals and cultivating ”mini guts”.