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cond-mat.dis-nn2025
Instant prediction of relaxation in moiré superlattices using neural networks
Aleksei V. Belonovskii, Elizaveta I. Girshova, Erkki Lähderanta +1
The relaxation of moiré superlattices in twisted bilayers of transition metal dichalcogenides (TMDs) has been modeled using a set of neural-network-based approaches. We implemented…
cond-mat.dis-nn2024★ 6 cited
Predicting VCSEL Emission Properties Using Transformer Neural Networks
Aleksei V. Belonovskii, Elizaveta I. Girshova, Erkki Lähderanta +1
This study presents an innovative approach to predicting VCSEL emission characteristics using transformer neural networks. We demonstrate how to modify the transformer neural netwo…