Editorial – Advanced modeling and simulation in engineering sciences von Ladevèze, Pierre

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Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases von Thomas, Daniel, Casenave, Fabien, Akkari, Nissrine, Ketata, Ali, Ryckelynck, David

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Uncertainty quantification for industrial design using dictionaries of reduced order models von Thomas, Daniel, Casenave, Fabien, Akkari, Nissrine, Ryckelynck, David, Rey, Christian

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Proper Generalized Decomposition solutions within a Domain Decomposition strategy von Huerta, Antonio, Nadal, Enrique, Chinesta Soria, Francisco Jose

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Uncertainty quantification for industrial design using dictionaries of reduced order models von Daniel, Thomas, Casenave, Fabien, Akkari, Nissrine, Ryckelynck, David, Rey, Christian

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Accelerated construction of projection-based reduced-order models via incremental approaches von Agouzal, Eki, Taddei, Tommaso

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Fully convolutional networks for structural health monitoring through multivariate time series classification von Rosafalco, Luca, Manzoni, Andrea, Mariani, Stefano, Corigliano, Alberto

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Model order reduction assisted by deep neural networks (ROM-net) von Daniel, Thomas, Casenave, Fabien, Akkari, Nissrine, Ryckelynck, David

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Industrial Digital Twins based on the non-linear LATIN-PGD von Barabinot, Philippe, Scanff, Ronan, Ladevèze, Pierre, Néron, David, Cauville, Bruno

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Geometry aware physics informed neural network surrogate for solving Navier–Stokes equation (GAPINN) von Oldenburg, Jan, Borowski, Finja, Öner, Alper, Schmitz, Klaus-Peter, Stiehm, Michael

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Dimension reduction in heterogeneous parametric spaces with application to naval engineering shape design problems von Tezzele, Marco, Salmoiraghi, Filippo, Mola, Andrea, Rozza, Gianluigi

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Efficient and accurate numerical quadrature for immersed boundary methods von Kudela, László, Zander, Nils, Bog, Tino, Kollmannsberger, Stefan, Rank, Ernst

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Enhancing CFD predictions in shape design problems by model and parameter space reduction von Tezzele, Marco, Demo, Nicola, Stabile, Giovanni, Mola, Andrea, Rozza, Gianluigi

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CutIGA with basis function removal von Elfverson, Daniel, Larson, Mats G., Larsson, Karl

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Toward 4D mechanical correlation von Hild, François, Bouterf, Amine, Chamoin, Ludovic, Leclerc, Hugo, Mathieu, Florent, Neggers, Jan, Pled, Florent, Tomičević, Zvonimir, Roux, Stéphane

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A non-intrusive global/local approach applied to phase-field modeling of brittle fracture von Gerasimov, Tymofiy, Noii, Nima, Allix, Olivier, De Lorenzis, Laura

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Robust model reduction by $$L^{1}$$-norm minimization and approximation via dictionaries: application to nonlinear hyperbolic problems von Abgrall, Rémi, Amsallem, David, Crisovan, Roxana

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{\text {FE}}^r$$ FE r method with surrogate localization model for hyperelastic composite materials von Ryo Hatano, Seishiro Matsubara, Shuji Moriguchi, Kenjiro Terada, Julien Yvonnet

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Physics-informed neural networks approach for 1D and 2D Gray-Scott systems von Giampaolo, Fabio, De Rosa, Mariapia, Qi, Pian, Izzo, Stefano, Cuomo, Salvatore

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Experimental characterization and constitutive modeling of the non-linear stress–strain behavior of unidirectional carbon–epoxy under high strain rate loading von Koerber, Hannes, Kuhn, Peter, Ploeckl, Marina, Otero, Fermin, Gerbaud, Paul-William, Rolfes, Raimund, Camanho, Pedro P.

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