Tonioni, N., Agostini, L., Kerhervé, F., Cordier, L., & Vinuesa, R. (2026). VIVALDy: A Hybrid Generative Reduced-Order Model for Turbulent Flows, Applied to Vortex-Induced Vibrations. Physical Review Fluids, 11, 044902.
Tonioni, N., Agostini, L., Cordier, L., & Vinuesa, R. (2025). VIVALDy: A Hybrid Generative Reduced-Order Model for Turbulent Flows, Applied to Vortex-Induced Vibrations. arXiv preprint arXiv:2509.24965.
Tonioni, N., Umair, M., Agostini, L., Kerhervé, F., Cordier, L., & Vinuesa, R. (2025). Data-driven modeling of near-wall turbulence using β-variational autoencoder, transformers, and adversarial loss. THMT-25, Tokyo, Japan.
Tonioni, N., Agostini, L., Kerhervé, F., Cordier, L., & Vinuesa, R. (2025). VIVALDy: AI-Driven Low-Order Modeling of Vortex-Induced Vibrations via β-Variational Autoencoders, Transformers, and Adversarial Training. AiFluids 2025, Chania, Greece.
Conference talk at 11th International Symposium on Turbulence Heat and Mass Transfer (THMT-25), Tokyo, Japan
Conference talk at 1st International Symposium AI and Fluid Dynamics, Chania, GR
Conference talk at Joint event Euromech Colloquium on Data-Driven Fluid Dynamics & 2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, London, GB
Conference talk at Digital Twins in Engineering & Artificial Intelligence and Computational Methods in Applied Science. DTE-AICOMAS 2025, Paris, FR