The following pages link to Andrea Manzoni (Q344329):
Displaying 33 items.
- Optimal Control of Partial Differential Equations (Q5003191) (← links)
- STATISTICAL CLOSURE MODELING FOR REDUCED-ORDER MODELS OF STATIONARY SYSTEMS BY THE ROMES METHOD (Q5052500) (← links)
- A deep learning approach to Reduced Order Modelling of parameter dependent partial differential equations (Q5058646) (← links)
- Shape optimization for viscous flows by reduced basis methods and free‐form deformation (Q5376767) (← links)
- Reduced Basis Methods for Partial Differential Equations (Q5499000) (← links)
- Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems Combining Reduced Basis Methods and Reduction Error Models (Q5741184) (← links)
- Efficient and certified solution of parametrized one-way coupled problems through DEIM-based data projection across non-conforming interfaces (Q6038827) (← links)
- Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression (Q6048987) (← links)
- Deep learning‐based reduced order models for the real‐time simulation of the nonlinear dynamics of microstructures (Q6071430) (← links)
- Mesh-informed neural networks for operator learning in finite element spaces (Q6077303) (← links)
- Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions (Q6097611) (← links)
- A digital twin framework for civil engineering structures (Q6120183) (← links)
- A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs (Q6129889) (← links)
- Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics (Q6195566) (← links)
- A reduced order model for domain decompositions with non-conforming interfaces (Q6196236) (← links)
- POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition (Q6359246) (← links)
- Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities (Q6361607) (← links)
- Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks (Q6364253) (← links)
- Fast active thermal cloaking through PDE-constrained optimization and reduced-order modeling (Q6380899) (← links)
- Virtual twins of nonlinear vibrating multiphysics microstructures: physics-based versus deep learning-based approaches (Q6398960) (← links)
- Approximation bounds for convolutional neural networks in operator learning (Q6403941) (← links)
- Multi-fidelity surrogate modeling using long short-term memory networks (Q6407071) (← links)
- Error estimates for POD-DL-ROMs: a deep learning framework for reduced order modeling of nonlinear parametrized PDEs enhanced by proper orthogonal decomposition (Q6435760) (← links)
- EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics (Q6530125) (← links)
- Deep orthogonal decomposition: a continuously adaptive data-driven approach to model order reduction (Q6532568) (← links)
- Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models (Q6581233) (← links)
- EKF-SINDy: empowering the extended Kalman filter with sparse identification of nonlinear dynamics (Q6609776) (← links)
- On the latent dimension of deep autoencoders for reduced order modeling of PDEs parametrized by random fields (Q6624464) (← links)
- PTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs (Q6643563) (← links)
- An optimal control strategy to design passive thermal cloaks of arbitrary shape (Q6731928) (← links)
- On latent dynamics learning in nonlinear reduced order modeling (Q6741968) (← links)
- Online learning in bifurcating dynamic systems via SINDy and Kalman filtering (Q6752483) (← links)
- Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs (Q6752592) (← links)
