134 citations · 962 across the 38 of their papers we have counts for
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physics.chem-ph2018★ 2 cited
Transferable Molecular Charge Assignment Using Deep Neural Networks
Ben Nebgen, Nick Lubbers, Justin S. Smith +6
We use HIP-NN, a neural network architecture that excels at predicting molecular energies, to predict atomic charges. The charge predictions are accurate over a wide range of molec…
cond-mat.mtrl-sci2018★ 134 cited
The role of lattice mismatch on the emergence of surface states in 2D hybrid perovskite quantum wells
M. Kepenekian, B. Traore, J. -C. Blancon +9
Surface states are ubiquitous to semiconductors and significantly impact the physical properties and consequently the performance of optoelectronic devices. Moreover, surface effec…