Synergy between deep neural networks and the variational Monte Carlo method for small $^4He_N$ clusters

We introduce a neural network-based approach for modeling wave functions that satisfy Bose-Einstein statistics. Applying this model to small $^4He_N$ clusters (with N ranging from 2 to 14 atoms), we accurately predict ground state energies, pair density functions, and two-body contact parameters $C^...

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Bibliographic Details
Main Authors: William Freitas, S. A. Vitiello
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2023-12-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2023-12-18-1209/pdf/