Discovering new materials for energy storage requires reliable and efficient protocols for
predicting key properties of unknown compounds. In the context of the search for new …

Organic redox flow batteries are currently the focus of intense scientific interest because they
have the potential to be developed into low-cost, environmentally sustainable solutions to …

Due to the increased concern about energy and environmental issues, significant attention
has been paid to the development of large-scale energy storage devices to facilitate the …

Redox flow batteries (RFB) utilizing water-soluble organic redox couples are a new strategy
for low-cost, eco-friendly, and durable stationary electrical energy storage. Previous studies …

New efficient redox flow batteries (RFBs) are currently of great interest for large-scale
storage of renewable energy. Further development requires the improvement of the redox …

Nonaqueous redox flow batteries have attracted recent attention with their potential for high
electrochemical storage capacity, with organic electrolytes serving as solvents with a wide …

Computational screening techniques have been found to be an effective alternative to the
trial and error of experimentation for discovery of new materials. With increased interest in …

An increasing number of electroactive compounds have recently been explored for their use
in high-performance redox flow batteries for grid-scale energy storage. Given the vast and …

Aqueous organic redox flow batteries offer an environmentally benign, tunable, and safe
route to large-scale energy storage. The energy density is one of the key performance …

This study investigates four machine-learning (ML) models to predict the redox potentials of
phenazine derivatives in dimethoxyethane using density functional theory (DFT). A small …