Keynote: Stochastic Multi-Scale Reconstruction of Turbulent Rotating Flows with Generative Diffusion Models

Michele Buzzicotti¹, Tianyi Li¹, Fabio Bonaccorso¹, Alessandra Lanotte², Luca Biferale¹

¹Department of Physics and INFN, University of Rome Tor Vergata; ²Istituto di Nanotecnologia, CNR NANOTEC and INFN

A Synergistic Aerodynamic Design Framework Integrating Integrating Flow Control and Shape Optimization (YSA)

Changdong Zheng, Tingwei Ji, Hongjie Zhou, Fangfang Xie

Center for Engineering and Scientific Computation, Zhejiang University, Zhejiang 310027, China

Transport Maps as Stochastic Surrogates for Bayesian Inference of Wetting Processes

Henning Bonart¹, Youssef Marzouk²

¹Technische Universität Darmstadt; ²Massachusetts Institute of Technology

Testing Multi-scale Data Assimilation in Turbulent Models

Francesco Fossella^1,2, Vikrant Gupta³, Luca Biferale², Alberto Carrassi⁴, Massimo Cencini⁵

¹LTCI, Telecom Paris, 91120 Palaiseau, France; ²Dept. of Physics, University of Rome Tor Vergata and INFN, 00133 Rome, Italy; ³Dept. of Mech. and Aerospace Eng., Southern Univ. of Sci. and Tech., Shenzhen 518055, China; ⁴Dept. of Physics and Astronomy, University of Bologna, 40127 Bologna, Italy; ⁵CNR-ISC, Istituto dei Sistemi Complessi, 00185 Rome, Italy

Stochastic reconstruction and forecasting of Lagrangian turbulence with generative diffusion models

Tianyi Li, Michele Buzzicotti, Fabio Bonaccorso, Luca Biferale

University of Rome "Tor Vergata"

Solver-in-the-loop approach to subgrid-scale modeling

André Freitas^1,2, Luca Biferale¹, Kiwon Um², Mathieu Desbrun³

¹University of Rome "Tor Vergata"; ²Télécom Paris; ³École Polytechnique

Sequentially Trained Autoencoder for efficient Latent Decomposition

Ettore Saetta¹, Renato Tognaccini¹, Gianluca Iaccarino²

¹Università di Napoli Federico II; ²Stanford University