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Romor F, Tezzele M, Rozza G. Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces. In: Proceedings in Applied Mathematics & Mechanics. Vol. 20. Proceedings in Applied Mathematics & Mechanics. Wiley Online Library; 2021.
Romor F, Stabile G, Rozza G. Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations.; 2023.
Romor F, Tezzele M, Rozza G. ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis. Software Impacts. 2021 ;10:100133.
Romor F, Tezzele M, Lario A, Rozza G. Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method.; 2020.
Romor F, Tezzele M, Mrosek M, Othmer C, Rozza G. Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering. arXiv preprint arXiv:2110.14396. 2021 .
Romor F, Torlo D, Rozza G. Friedrichs' systems discretized with the Discontinuous Galerkin method: domain decomposable model order reduction and Graph Neural Networks approximating vanishing viscosity solutions.; 2023.
Romor F, Tezzele M, Rozza G. A local approach to parameter space reduction for regression and classification tasks. arXiv preprint arXiv:2107.10867. 2021 .
Romor F, Stabile G, Rozza G. Non-linear manifold reduced-order models with convolutional autoencoders and reduced over-collocation method. Journal of Scientific Computing [Internet]. 2023 ;94(3). Available from: https://link.springer.com/article/10.1007/s10915-023-02128-2
Ronzani M. Instanton counting on compact manifolds. [Internet]. 2016 . Available from: http://urania.sissa.it/xmlui/handle/1963/35219
Rossi M, Cicconofri G, Beran A, Noselli G, DeSimone A. Kinematics of flagellar swimming in Euglena gracilis: Helical trajectories and flagellar shapes. Proceedings of the National Academy of Sciences [Internet]. 2017 ;114:13085-13090. Available from: https://www.pnas.org/content/114/50/13085
Rossi T. Integrability of the sub-Riemannian mean curvature at degenerate characteristic points in the Heisenberg group . Advances in Calculus of Variations. 2021 ;16(1).
Rossi T. The relative heat content for submanifolds in sub-Riemannian geometry. Actes du séminaire Théorie Spectrale et Géométrie. 2021 ;36.
Rotundo N, Kim T-Y, Jiang W, Heltai L, Fried E. Error Estimates of B-spline based finite-element method for the wind-driven ocean circulation. JOURNAL OF SCIENTIFIC COMPUTING. 2016 ;69:430–459.
Rozza G, Huynh P, Manzoni A. Reduced basis approximation and a posteriori error estimation for Stokes flows in parametrized geometries: roles of the inf-sup stability constants. Numerische Mathematik, 2013 [Internet]. 2013 . Available from: http://hdl.handle.net/1963/6339
Rozza G, Chen P, Quarteroni A. Multilevel and weighted reduced basis method for stochastic optimal control problems constrained by Stokes equations. Numerische Mathematik, (2015), 36 p. Article in Press [Internet]. 2015 . Available from: http://urania.sissa.it/xmlui/handle/1963/34491
Rozza G, Malik MH, Demo N, Tezzele M, Girfoglio M, Stabile G, Mola A. Advances in reduced order methods for parametric industrial problems in computational fluid dynamics. In: Proceedings of the 6th European Conference on Computational Mechanics: Solids, Structures and Coupled Problems, ECCM 2018 and 7th European Conference on Computational Fluid Dynamics, ECFD 2018. Proceedings of the 6th European Conference on Computational Mechanics: Solids, Structures and Coupled Problems, ECCM 2018 and 7th European Conference on Computational Fluid Dynamics, ECFD 2018. ; 2020. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075395686&partnerID=40&md5=fb0b1a3cfdfd35a104db9921bc9be675
Rozza G. Fundamentals of Reduced Basis Method for problems governed by parametrized PDEs and applications. In: Separated representations and PGD-based model reduction : fundamentals and applications. Vol. 554. Separated representations and PGD-based model reduction : fundamentals and applications. Wien: Springer; 2014.
Rozza G, Hess MW, Stabile G, Tezzele M, Ballarin F. Basic ideas and tools for projection-based model reduction of parametric partial differential equations. In: Model Order Reduction, Volume 2 Snapshot-Based Methods and Algorithms. Model Order Reduction, Volume 2 Snapshot-Based Methods and Algorithms. Berlin, Boston: De Gruyter; 2020. pp. 1 - 47. Available from: https://www.degruyter.com/view/book/9783110671490/10.1515/9783110671490-001.xml
Rozza G, Manzoni A, Negri F. Reduction strategies for PDE-constrained oprimization problems in Haemodynamics. European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2012) J. Eberhardsteiner et.al. (eds.), Vienna, Austria, 10-14 sept. 2012 [Internet]. 2012 . Available from: http://hdl.handle.net/1963/6338
Ruiz D, Vaira G. Cluster solutions for the Schrödinger-Poisson-Slater problem around a local minimum of the potential. Rev. Mat. Iberoamericana [Internet]. 2011 ;27:253–271. Available from: https://projecteuclid.org:443/euclid.rmi/1296828834
Ruziboev M. Gibbs-Markov-Young Structures and Decay of Correlations. 2015 .
Ruziboev M. Decay of correlations for invertible maps with non-Hölder observables. Dynamical Systems [Internet]. 2015 ;30:341-352. Available from: https://doi.org/10.1080/14689367.2015.1046816
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Salavatidezfouli S, Nikishova A, Torlo D, Teruzzi M, Rozza G. Computations for Sustainability. In: Quantitative Sustainability: Interdisciplinary Research for Sustainable Development Goals. Quantitative Sustainability: Interdisciplinary Research for Sustainable Development Goals. Springer International Publishing Cham; 2024. pp. 91–110.
Salavatidezfouli S, Barzegar S, Sheidani A, Hajisharifi A, Girfoglio M, Stabile G, Rozza G. Effect of particle aspect ratio in targeted drug delivery in abdominal aortic aneurysm. European Journal of Mechanics-B/Fluids. 2024 ;106:181–196.
Salavatidezfouli S, Rakhsha S, Sheidani A, Stabile G, Rozza G. A predictive surrogate model for heat transfer of an impinging jet on a concave surface. arXiv preprint arXiv:2402.10641. 2024 .

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