Chemistry-Informed Machine Learning for Polymer Electrolyte Discovery

Solid polymer electrolytes (SPEs) have the potential to improve lithium-ion batteries by enhancing safety and enabling higher energy densities. However, SPEs suffer from significantly lower ionic conductivity than liquid and solid ceramic electrolytes, limiting their adoption in functional batteries...

Full description

Bibliographic Details
Main Authors: Bradford, Gabriel, Lopez, Jeffrey, Ruza, Jurgis, Stolberg, Michael A., Osterude, Richard, Johnson, Jeremiah A., Gomez-Bombarelli, Rafael, Shao-Horn, Yang
Format: Article
Language:English
Published: American Chemical Society 2024
Online Access:https://hdl.handle.net/1721.1/154286