Scientific American: The time-consuming efforts of human scientists to develop novel materials through trial and error are being replaced by the lightning-quick quantum-mechanical calculations carried out by the new wave of supercomputers. The technique, called high-throughput computational materials design, uses computers to arrange virtual atoms into virtual crystal structures and then determine their properties. By screening for compounds with specific desirable properties, researchers can create databases of potential new materials that could be used to create more energy-efficient and environmentally sound liquid fuels, stronger and lighter building materials, and faster transistors to further increase computing power. In their article for Scientific American, Gerbrand Ceder of MIT and Kristin Persson at Lawrence Berkeley National Laboratory describe the history and development of high-throughput materials design and its potential applications.
The finding that the Saturnian moon may host layers of icy slush instead of a global ocean could change how planetary scientists think about other icy moons as well.
Modeling the shapes of tree branches, neurons, and blood vessels is a thorny problem, but researchers have just discovered that much of the math has already been done.
January 29, 2026 12:52 PM
Get PT in your inbox
PT The Week in Physics
A collection of PT's content from the previous week delivered every Monday.
One email per week
PT New Issue Alert
Be notified about the new issue with links to highlights and the full TOC.
One email per month
PT Webinars & White Papers
The latest webinars, white papers and other informational resources.