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2021
Demo N, Tezzele M, Rozza G. A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems. SIAM Journal on Scientific Computing [Internet]. 2021 ;43(3). Available from: https://arxiv.org/abs/2006.07282
Cianci F, Dal Maso G. Uniqueness and continuous dependence for a viscoelastic problem with memory in domains with time dependent cracks. [Internet]. 2021 . Available from: https://iris.sissa.it/handle/20.500.11767/125673
2022
De Ponti N, Farinelli S. Indeterminacy estimates, eigenfunctions and lower bounds on Wasserstein distances. [Internet]. 2022 ;61(4):131. Available from: https://doi.org/10.1007/s00526-022-02240-5
Della Marca R, Ramos Mda Piedade, Ribeiro C, Soares AJacinta. Mathematical modelling of oscillating patterns for chronic autoimmune diseases. Mathematical Methods in the Applied SciencesMathematical Methods in the Applied SciencesMath Meth Appl Sci [Internet]. 2022 ;n/a(n/a). Available from: https://doi.org/10.1002/mma.8229
Papapicco D, Demo N, Girfoglio M, Stabile G, Rozza G. The Neural Network shifted-proper orthogonal decomposition: A machine learning approach for non-linear reduction of hyperbolic equations. Computer Methods in Applied Mechanics and Engineering [Internet]. 2022 ;392. Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124488633&doi=10.1016%2fj.cma.2022.114687&partnerID=40&md5=12f82dcaba04c4a7c44f8e5b20101997
Meneghetti L, Demo N, Rozza G. A Proper Orthogonal Decomposition Approach for Parameters Reduction of Single Shot Detector Networks. In: 2022 IEEE International Conference on Image Processing (ICIP). 2022 IEEE International Conference on Image Processing (ICIP). ; 2022.
Della Marca R, Loy N, Tosin A. An SIR–like kinetic model tracking individuals' viral load. Networks and Heterogeneous Media. 2022 :-.
2023
Donadini E, Strazzullo M, Tezzele M, Rozza G. A Data-Driven Partitioned Approach for the Resolution of Time-Dependent Optimal Control Problems with Dynamic Mode Decomposition. In: 13th International Conference on Spectral and High Order Methods, ICOSAHOM 2021. 13th International Conference on Spectral and High Order Methods, ICOSAHOM 2021. ; 2023.
Meneghetti L, Demo N, Rozza G. A dimensionality reduction approach for convolutional neural networks. Applied Intelligence [Internet]. 2023 ;58:2818-2833. Available from: https://link.springer.com/article/10.1007/s10489-023-04730-1
Bigoni D, Dal Corso F, Kirillov ON, Misseroni D, Noselli G, Piccolroaz A. Flutter instability in solids and structures, with a view on biomechanics and metamaterials. Proceedings of the Royal Society A [Internet]. 2023 ;479:20230523. Available from: https://royalsocietypublishing.org/doi/10.1098/rspa.2023.0523
Cicconofri G, Damioli V, Noselli G. Nonreciprocal oscillations of polyelectrolyte gel filaments subject to a steady and uniform electric field. Journal of the Mechanics and Physics of Solids [Internet]. 2023 ;173:105225. Available from: https://www.sciencedirect.com/science/article/pii/S0022509623000297
2024
Braides A, Brusca GC, Donati D. Another Look at Elliptic Homogenization. MILAN JOURNAL OF MATHEMATICS [Internet]. 2024 . Available from: https://arxiv.org/abs/2306.12325
Dal Maso G, Donati D. Gamma-convergence of quadratic functionals perturbed by bounded linear functionals. NONLINEAR ANALYSIS [Internet]. 2024 ;238:1–13. Available from: https://arxiv.org/abs/2212.12456
Dal Maso G, Donati D. Gamma-convergence of quadratic functionals perturbed by bounded linear functionals. NONLINEAR ANALYSIS [Internet]. 2024 ;238:1–13. Available from: https://arxiv.org/abs/2212.12456
Ortali G, Gabbana A, Demo N, Rozza G, Toschi F. Kinetic data-driven approach to turbulence subgrid modeling. arXiv preprint arXiv:2403.18466. 2024 .
D'Inverno GAlessio, Moradizadeh S, Salavatidezfouli S, Africa PClaudio, Rozza G. Mesh-Informed Reduced Order Models for Aneurysm Rupture Risk Prediction. arXiv preprint arXiv:2410.03802. 2024 .
Gowrachari H, Demo N, Stabile G, Rozza G. Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformation. [Internet]. 2024 . Available from: https://arxiv.org/abs/2407.18419
Balzotti C, Siena P, Girfoglio M, Stabile G, Dueñas-Pamplona J, Sierra-Pallares J, Amat-Santos I, Rozza G. A reduced order model formulation for left atrium flow: an atrial fibrillation case. Biomechanics and Modeling in Mechanobiology [Internet]. 2024 ;23:1411–1429. Available from: http://dx.doi.org/10.1007/s10237-024-01847-1
2025
Anello I, Alouges F, De Simone A. Beating of eukaryotic flagella via Hopf bifurcation of a system of stalled molecular motors. European Journal of Mechanics - A/Solids [Internet]. 2025 ;114:105729. Available from: https://www.sciencedirect.com/science/article/pii/S0997753825001639
Turuban R, Noselli G, Beran A, DeSimone A. Cooperative mixing through hydrodynamic interactions in Stylonychia lemnae. Proceedings of the National Academy of Sciences [Internet]. 2025 ;122:e2500588122. Available from: https://www.pnas.org/doi/abs/10.1073/pnas.2500588122
Das MKumar, Ismoilov T, Ramos APedro. Fourier optimization and pair correlation problems. [Internet]. 2025 . Available from: https://arxiv.org/abs/2502.05106
Alouges F, Anello I, DeSimone A, Lefebvre-Lepot A, Levillain J. Some mathematical models for flagellar activation mechanisms. Mathematical Models and Methods in Applied Sciences [Internet]. 2025 :1-30. Available from: https://doi.org/10.1142/S0218202525500423

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