Prof. Laura Gagliardi at the University of Chicago Pritzker School of Molecular Engineering (UChicago PME) and Chemistry Department has developed a powerful new tool that harnesses electronic structure theories and machine learning to simulate transition metal catalytic dynamics with both accuracy and speed.

Researchers at Lehigh University have received a $2 million grant from the National Science Foundation to explore how biological computation could make artificial intelligence (AI) more energy-efficient and powerful. The team, led by Yevgeny Berdichevsky, associate professor of bioengineering and electrical and computer engineering, will study neurons within engineered brain organoids—three-dimensional structures grown from adult stem cells that resemble developing brain tissue. By arranging and stimulating neurons in controlled ways, the researchers aim to replicate how the brain processes dynamic information, such as moving images. The interdisciplinary project combines neuroscience, bioengineering, electrical engineering, and computer science to create a proof of concept for biological computation and to inspire new AI algorithms. The researchers will also assess the ethical, social, and legal considerations of using brain organoids in computation.

Study shows that most of the country’s underground reservoirs will lose their capacity for renewal, increasing the risk of water shortages in several regions, especially the Southeast and South. One strategy to address the problem is “managed recharge,” which includes techniques that promote the infiltration of rainwater or even treated sewage.

A team of researchers at Rice University has developed a faster and cleaner method for recovering aluminum and removing toxic metals from bauxite residue, or red mud, which is a hazardous by-product of aluminum production. This new technique, published in American Chemical Society Applied Materials and Interfaces Sept. 15, involves a brief electrical pulse lasting under one minute along with a small amount of chlorine gas. If implemented on a larger scale, it could revolutionize global waste management and materials recovery.