A neural master equation framework for multiscale modeling of molecular processes: application to atomic-scale plasma processes

Abstract Plasma-surface interactions (PSI) play a crucial role in microelectronics fabrication; however, their multiscale nature and array of complex, often unknown interactions make computational modeling of PSIs extremely difficult. To this end, we propose a general neural master equation (NME) fr...

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Bibliographic Details
Main Authors: Shoubhanik Nath, Joseph R. Vella, David B. Graves, Ali Mesbah
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01677-4
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