News Archive

Our latest work published in Physical Review Fluids extends the framework initially presented at AiFluids 2025 with deeper analysis of the learned latent space dynamics.

An extension of the work presented at EUROMECH 629 was presented at the 11th International Symposium on Turbulence Heat and Mass Transfer (THMT-25) in Tokyo, Japan. A deeper analysis of latent space forecasting was carried out, showing the framework accurately predicts latent space dynamics and preserves chaotic characteristics within one Lyapunov time.

VIVALDy was presented at AiFluids 2025 in Chania, Greece. It combines a β-VAE-GAN architecture with transformers to model vortex-induced vibrations from cylinder displacement alone.

Our work on modeling near-wall turbulence using a β-VAE-GAN and transformer framework was presented at EUROMECH 629 in London.

At DTE-AICOMAS 2025 in Paris, we presented insights on POD, variational autoencoders, and much more in the context of data-driven fluid mechanics for reduced-order modeling of experimental turbulent flows.