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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| 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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