Simulating dynamics of correlated matter with neural quantum states
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Acceso en línea: | |
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| _version_ | 1866913872945872896 |
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| author | Schmitt, Markus Heyl, Markus |
| author_facet | Schmitt, Markus Heyl, Markus |
| contents | While experimental advancements continue to expand the capabilities to control and probe non-equilibrium quantum matter at an unprecedented level, the numerical simulation of the dynamics of correlated quantum systems remains a pivotal challenge - especially in intermediate spatial dimensions. Neural quantum states are emerging as a new computational tool to investigate the time evolution of many-body quantum systems in previously inaccessible regimes. We review the recent progress in the field with a focus on the different time propagation methods, an overview of the reported applications, and a discussion of the major current challenges. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2506_03124 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Simulating dynamics of correlated matter with neural quantum states Schmitt, Markus Heyl, Markus Quantum Physics Statistical Mechanics Strongly Correlated Electrons Computational Physics While experimental advancements continue to expand the capabilities to control and probe non-equilibrium quantum matter at an unprecedented level, the numerical simulation of the dynamics of correlated quantum systems remains a pivotal challenge - especially in intermediate spatial dimensions. Neural quantum states are emerging as a new computational tool to investigate the time evolution of many-body quantum systems in previously inaccessible regimes. We review the recent progress in the field with a focus on the different time propagation methods, an overview of the reported applications, and a discussion of the major current challenges. |
| title | Simulating dynamics of correlated matter with neural quantum states |
| topic | Quantum Physics Statistical Mechanics Strongly Correlated Electrons Computational Physics |
| url | https://arxiv.org/abs/2506.03124 |