Physics-informed neural networks for solving forward and inverse Vlasov–Poisson equation via fully kinetic simulation
The Vlasov–Poisson equation is one of the most fundamental models in plasma physics. It has been widely used in areas such as confined plasmas in thermonuclear research and space plasmas in planetary magnetospheres. In this study, we explore the feasibility of the physics-informed neural networks fo...
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| Автори: | , , , , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
IOP Publishing
2023-01-01
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| Серія: | Machine Learning: Science and Technology |
| Предмети: | |
| Онлайн доступ: | https://doi.org/10.1088/2632-2153/ad03d5 |
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