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Image Credit: Arxiv

Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models

  • Researchers have developed hybrid machine learning models for fluid flow simulations.
  • The models integrate High-Order Singular Value Decomposition (HOSVD) with Long Short-Term Memory (LSTM) architectures.
  • HOSVD improves dimensionality reduction by preserving multidimensional structures.
  • The models demonstrate improved accuracy and reliability in predicting complex fluid dynamics.

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