198 citations · 333 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cond-mat.mtrl-sci2019★ 110 cited
First-principles prediction of potentials and space-charge layers in all-solid-state batteries
Michael W. Swift, Yue Qi
As all-solid-state batteries (SSBs) develop as an alternative to traditional cells, a thorough theoretical understanding of driving forces behind battery operation is needed. We pr…
physics.comp-ph2019★ 5 cited
Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction
Xavier Brumwell, Paul Sinz, Kwang Jin Kim +2
A general machine learning architecture is introduced that uses wavelet scattering coefficients of an inputted three dimensional signal as features. Solid harmonic wavelet scatteri…