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Neural-Network Simulation of Strongly Correlated Quantum Systems [[electronic resource] /] / by Stefanie Czischek
| Neural-Network Simulation of Strongly Correlated Quantum Systems [[electronic resource] /] / by Stefanie Czischek |
| Autore | Czischek Stefanie |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (212 pages) : illustrations |
| Disciplina | 530.12 |
| Collana | Springer Theses, Recognizing Outstanding Ph.D. Research |
| Soggetto topico |
Quantum physics
Machine learning Neural networks (Computer science) Condensed matter Quantum Physics Machine Learning Mathematical Models of Cognitive Processes and Neural Networks Condensed Matter Physics |
| ISBN | 3-030-52715-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Quantum Mechanics and Spin Systems -- Artificial Neural Networks -- Discrete Truncated Wigner Approximation -- BM-Based Wave Function Parametrization -- Deep Neural Networks and Phase Reweighting -- Towards Neuromorphic Sampling of Quantum States -- Conclusion. |
| Record Nr. | UNISA-996418432103316 |
Czischek Stefanie
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Neural-Network Simulation of Strongly Correlated Quantum Systems [[electronic resource] /] / by Stefanie Czischek
| Neural-Network Simulation of Strongly Correlated Quantum Systems [[electronic resource] /] / by Stefanie Czischek |
| Autore | Czischek Stefanie |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (212 pages) : illustrations |
| Disciplina | 530.12 |
| Collana | Springer Theses, Recognizing Outstanding Ph.D. Research |
| Soggetto topico |
Quantum physics
Machine learning Neural networks (Computer science) Condensed matter Quantum Physics Machine Learning Mathematical Models of Cognitive Processes and Neural Networks Condensed Matter Physics |
| ISBN | 3-030-52715-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Quantum Mechanics and Spin Systems -- Artificial Neural Networks -- Discrete Truncated Wigner Approximation -- BM-Based Wave Function Parametrization -- Deep Neural Networks and Phase Reweighting -- Towards Neuromorphic Sampling of Quantum States -- Conclusion. |
| Record Nr. | UNINA-9910427689803321 |
|
Czischek Stefanie
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||