Sibo Cheng, César Quilodrán-Casas, Said Ouala, Alban Farchi, Che Liu, et al.. Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review. IEEE/CAA Journal of Automatica Sinica, In press, 10 (6), pp.1361-1387. ⟨10.1109/JAS.2023.123537⟩. ⟨hal-04039094⟩
Rahul Sundar, Didier Lucor, Sunetra Sarkar. Understanding the training of PINNs for unsteady flow past a plunging foil through the lens of input subdomain level loss function gradients. 10th International and 50th National Conference on Fluid Mechanics and Fluid Power (FMFP), Dec 2023, Jodhpur, France. ⟨hal-04463178⟩
Nemo Malhomme, Bérengère Podvin, Davide Faranda, Lionel Mathelin. Evaluation of atmospheric circulation of CMIP6 models for extreme temperature events using Latent Dirichlet Allocation. 2024. ⟨hal-04484617⟩
Kevin Bouaou, Thomas Dietenbeck, Gilles Soulat, Ioannis Bargiotas, Sophia Houriez--Gombaud- Saintonge, et al.. 4D flow MRI aortic cross-sectional pressure changes and their associations with flow patterns in health and aneurysm. Journal of Cardiovascular Magnetic Resonance, 2024, ⟨10.1016/j.jocmr.2024.101030⟩. ⟨hal-04479210⟩
Rahul Sundar, Didier Lucor, Sunetra Sarkar. Understanding the training of PINNs for unsteady flow past a plunging foil through the lens of input subdomain level loss function gradients. 2024. ⟨hal-04481710⟩
François Lusseyran, Guy Y. Cornejo Maceda, Eliott Varon, Bernd R. Noack. On open cavity flow control in the age of artificial intelligence. From the nonlinear dynamical systems theory to observational chaos, Christophe Letellier; Sylvain Mangiarotti; Denisse Sciamarella, Oct 2023, Toulouse, France. ⟨hal-04476406⟩
Sergio Chibbaro, Lamberto Rondoni, Angelo Vulpiani. Probability, Typicality and Emergence in Statistical Mechanics. From Electrons to Elephants and Elections, Springer International Publishing, pp.339-360, 2022, The Frontiers Collection, 978-3-030-92192-7. ⟨10.1007/978-3-030-92192-7_20⟩. ⟨hal-04465700⟩
Ludovic Coelho, Nicolò Fabbiane, Christian Fagiano, Cédric Julien, Didier Lucor. Gradient reliability-based design optimization of a composite plate through multi-scale design spaces. International Forum on Aeroelasticity and Structural Dynamics IFASD 2022, Jun 2022, Madrid, Spain. pp.2563-2579. ⟨hal-04463058⟩
Stefania Cherubini, Giovanni De Cillis, Onofrio Semeraro, Stefano Leonardi, Pietro De Palma. How incoming turbulence affects wake recovery of an NREL-5MW wind turbine. ATI Annual Congress, Sep 2022, Bari, Italy. pp.012139, ⟨10.1088/1742-6596/2385/1/012139⟩. ⟨hal-04465799⟩
Ludovic Coelho, Nicolò Fabbiane, Christian Fagiano, Cédric Julien, Roger Ballester, et al.. Multi-scale composite reliability-based design optimization for aeroelastic applications. 5th International Conference on Uncertainty Quantification in Computational Science and Engineering, Jun 2023, Athens, Greece. ⟨hal-04463192⟩