1
Return

Computational discovery of polymer electrolytes with Bayesian optimization and high-throughput molecular dynamics simulations

delete2026-07-16
delete0
PRE
AI
A
Antonia S. Kuhn
J
Jurğis Ruža
K
KyuJung Jun
P
Pablo Leon
R
Rafael Gómez‐Bombarelli *
DOI:10.1016/j.matt.2026.102922delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• Computationally optimized a large hypothetical polymer electrolyte space • Developed a literature- and chemistry-inspired Bayesian optimization framework • Revealed insights into the design of next-generation polymer electrolytes • Confirmed chemical fragments that enhance ion-hopping in polymer electrolytes

Journal

Matter cover
Matter
IF:
17.5
Papers:
2.5K
Citations:
1.8W

Organization

M
massachusetts institute of technology
Scholars:
3.3K
Papers: 1.2K
Citations: 0
Cited Papers

Cited Papers

Citing Papers

Citing Papers