71 citations · 71 across the 3 of their papers we have counts for
3 papers
Predictive Simulation of Interphases on Li Metal Surface
Xinyu Li, Jingxuan Ding, Daniel C. Hannah +3
Interphases remain the least understood components in advanced batteries. Although their properties dictate whether a new battery chemistry could perform as designed, there has nev…
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems
Tuomas P. Oikarinen, Daniel C. Hannah, Sohrob Kazerounian
The recent introduction of Graph Neural Networks (GNNs) and their growing popularity in the past few years has enabled the application of deep learning algorithms to non-Euclidean,…
On the Balance of Intercalation and Conversion Reactions in Battery Cathodes
Daniel C. Hannah, Gopalakrishnan Sai Gautam, Pieremanuele Canepa +1
We present a thermodynamic analysis of the driving forces for intercalation and conversion reactions in battery cathodes across a range of possible working ion, transition metal, a…