Search Results for author: Tullio Traverso

Found 3 papers, 1 papers with code

Decoder Decomposition for the Analysis of the Latent Space of Nonlinear Autoencoders With Wind-Tunnel Experimental Data

1 code implementation25 Apr 2024 Yaxin Mo, Tullio Traverso, Luca Magri

Finally, we apply the decoder decomposition to rank and select latent variables based on the coherent structures that they represent.

Decoder Dimensionality Reduction

A machine learning approach to the prediction of heat-transfer coefficients in micro-channels

no code implementations28 May 2023 Tullio Traverso, Francesco Coletti, Luca Magri, Tassos G. Karayiannis, Omar K. Matar

The accurate prediction of the two-phase heat transfer coefficient (HTC) as a function of working fluids, channel geometries and process conditions is key to the optimal design and operation of compact heat exchangers.

GPR regression

Data assimilation in a nonlinear time-delayed dynamical system

no code implementations9 Apr 2019 Tullio Traverso, Luca Magri

Reduced-order thermoacoustic models, which are nonlinear and time-delayed, can only qualitatively predict thermoacoustic oscillations.

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