Many people have likely found themselves watching oddly satisfying videos of random objects being squashed by a powerful hydraulic press, but rarely people consider why things squash the way they do.

A joint research team between the Center for Quantum Information and Quantum Biology (QIQB) at The University of Osaka and Fixstars Corporation has demonstrated one of the world's largest classical simulations of iterative quantum phase estimation (IQPE) quantum circuits for quantum chemistry on up to 1,024 GPUs, surpassing the previous 40-qubit limit. The result expands the scale of molecular systems available for the development and validation of quantum algorithms for future fault-tolerant quantum computers, supporting progress toward industrial applications in drug discovery and materials development.

A team of scientists at Northwest A and F University has developed a data-driven framework that can accurately predict the characteristics of an enigmatic substance within biochar known as persistent free radicals (PFRs). Biochar, a charcoal-like material produced from biomass, is widely used to improve soil fertility and remove environmental contaminants. Its effectiveness is tied to PFRs, which can have both beneficial and detrimental effects. This new predictive capability allows for the design of customized biochar, ensuring its optimal performance for specific applications.