Regularized regressions for parametric models based on separated representations by Abel Sancarlos, Victor Champaney, Elias Cueto, Francisco Chinesta

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Data Completion, Model Correction and Enrichment Based on Sparse Identification and Data Assimilation by Daniele Di Lorenzo, Victor Champaney, Claudia Germoso, Elias Cueto, Francisco Chinesta

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Fast Computation of Multi-Parametric Electromagnetic Fields in Synchronous Machines by Using PGD-Based Fully Separated Representations by Abel Sancarlos, Chady Ghnatios, Jean-Louis Duval, Nicolas Zerbib, Elias Cueto, Francisco Chinesta

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Optimal trajectory planning combining model-based and data-driven hybrid approaches by Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elias Cueto, Francisco Chinesta

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Empowering Advanced Driver-Assistance Systems from Topological Data Analysis by Tarek Frahi, Francisco Chinesta, Antonio Falcó, Alberto Badias, Elias Cueto, Hyung Yun Choi, Manyong Han, Jean-Louis Duval

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A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition by Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta

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