Message passing neural networks for partial charge assignment to metal-organic frameworks

Опубликовано: 16 Июль 2026
на канале: Cory Simon
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❝Message passing neural networks for partial charge assignment to metal-organic frameworks❞
A. Raza, A. Sturluson, C. Simon, X. Fern.

Journal of Physical Chemistry C. (2020)
https://doi.org/10.1021/acs.jpcc.0c04903

supported by NSF award 1920945

00:00 MOFs and their applications
01:25 molecular simulation of gas adsorption in MOFs
03:10 partial charge assignment using MPNNs
13:58 summary and conclusion