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Type 1

Data-driven Discovery of Delay Differential Equations with Discrete Delays

Journal: 

ArXiv

Date: 

2024

Authors: 

A. Pecile, N. Demo, M. Tezzele, G. Rozza, and D. Breda

Type: 

  • Type 1
  • Read more about Data-driven Discovery of Delay Differential Equations with Discrete Delays

Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms

Journal: 

arXiv

Date: 

2024

Authors: 

A. Ivagnes, G. Stabile, and G. Rozza

Type: 

  • Type 1
  • Read more about Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms

Enhancing non-intrusive reduced-order models with space-dependent aggregation methods

Journal: 

Acta Mechanica

Date: 

2024

Authors: 

A. Ivagnes, N. Tonicello, P. Cinnella, and G. Rozza

Type: 

  • Type 1
  • Read more about Enhancing non-intrusive reduced-order models with space-dependent aggregation methods

Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformations

Journal: 

arXiv

Date: 

2024

Authors: 

H. Gowrachari, N. Demo, G. Stabile, and G. Rozza

Type: 

  • Type 1
  • Read more about Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformations
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