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A Simple and Fast Coordinate-Descent Augmented-Lagrangian Solver for Model Predictive Control
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Active learning for regression by inverse distance weighting
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Training recurrent neural networks by sequential least squares and the alternating direction method of multipliers
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Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems
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Physics-informed online learning of gray-box models by moving horizon estimation
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Phase-field modelling of failure in ceramics with multiscale porosity
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Massively parallelizable proximal algorithms for large-scale stochastic optimal control problems
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In silico model of colon electromechanics for manometry prediction after laser tissue soldering
2024 Djoumessi, R. T.; Lenarda, P.; Gizzi, A.; Giusti, S.; Alduini, P.; Paggi, M.
Phase field modelling and simulation of damage occurring in human vertebra after screws fixation procedure
2024 Teixeira Preve, Deison; Lenarda, P.; Bianchi, D.; Gizzi, A.
Computational modeling of viscoelastic backsheet materials for photovoltaics
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SIMP Phase-field topology optimization framework to maximize fracture resistance in FGMs
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Network topology mapping of chemical compounds space
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