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Machine learning uncovers how battery interphases can boost lithium-ion transport

10 September 2026 at 20:40
Sandwiched between the electrolyte and electrodes in a lithium-ion battery is a remarkably thin layer of material that strongly dictates battery performance and durability: the interphase. Although typically only a few to tens of nanometers thick, interphases are among the least understood components of an operating battery cell. Their complex and constantly evolving structures make it challenging to determine how their atomic features and microscopic variations translate into macroscopic battery performance.

'Electrotech moneyball' framework developed to rank risk and opportunity in energy and AI supply chains

10 September 2026 at 18:00
Carnegie Mellon University researchers developed a framework to help the United States secure the power infrastructure needed to support artificial intelligence and other emerging technologies, all while reducing vulnerabilities in the global supply chains that make that infrastructure possible.

Unexpectedly rigid polymers boost ion transport in hydrogen fuel cell membranes

10 September 2026 at 17:40
Hydrogen fuel cells are a promising clean-energy technology with the potential to reduce pollution and greenhouse gas emissions if widely adopted. As they generate electricity, the only byproduct of their reactions is water. However, improving their performance depends on developing better materials that can more efficiently transport ions.

More energy at the same weight: Researchers optimize battery cell electrodes

10 September 2026 at 01:20
Together with partners from research and industry, the Fraunhofer Institute for Solar Energy Systems ISE has modified the structure of battery electrodes so that the battery cells can store 10%–15% more energy at the same weight. They achieved this by more than tripling the coating thickness of the battery electrodesβ€”for example, in lithium-ion batteriesβ€”which simultaneously reduces the number of current collectors in the battery cell. The research team implemented the new electrode architecture in lithium-ion pouch cells manufactured using industry-standard processes. Furthermore, they successfully applied the concept to zinc-ion and sodium-ion battery cells.

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