Paolo Conti

Statistics

Publications

Citations

360

H-Index

Active since

2021

Affiliations

Politecnico di Milano(Current)

University of Twente

École Polytechnique Fédérale de Lausanne

Paolo Conti is an author at Politecnico di Milano specializing in computational engineering, artificial neural network surrogates, and surrogate modeling.

ORCID

Publications per year

2021–2024

Publications

Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities

Mengwu Guo, Andrea Manzoni, Maurice Amendt et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 125 citations · Full text

Computing, Computational Engineering, Computer Science +13

Multi-fidelity surrogate modeling using long short-term memory networks

Paolo Conti, Mengwu Guo, Andrea Manzoni et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 85 citations · Full text

Computing, Computational Engineering, Machine Learning +13

Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions

Paolo Conti, Giorgio Gobat, Stefania Fresca et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 71 citations · Full text

Natural Sciences, Computational Engineering, Mathematics +17

Multi-fidelity reduced-order surrogate modelling

Paolo Conti, Mengwu Guo, Andrea Manzoni et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2024 · 41 citations · Full text

Computing, Computational Engineering, Computational Fluid Dynamics +16

EKF–SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics

Luca Rosafalco, Paolo Conti, Andrea Manzoni et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 38 citations · Full text

Engineering, Systems Engineering, Dynamical Systems +16

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