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Domain-driven models yield better predictions at lower cost than reservoir computers in Lorenz systems
Recent advances in computing algorithms and hardware have rekindled interest in developing high-accuracy, low-cost surrogate models for simulating physical systems. The idea is to replace expensive numerical integration of complex coupled partial differential equations at fine time scales performed...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
The Royal Society Publishing
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898131/ https://www.ncbi.nlm.nih.gov/pubmed/33583272 http://dx.doi.org/10.1098/rsta.2020.0246 |