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Author

Paolo Conti

Observed name: Conti, Paolo
ORCID: 0000-0003-4062-2560
Observed ORCID: 0000-0003-4062-2560
OpenAlex ID: A5043171312
Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities
2021 · Mengwu Guo, Andrea Manzoni, et al. · Computer Methods in Applied Mechanics and Engineering · 145
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Multi-fidelity surrogate modeling using long short-term memory networks
2022 · Paolo Conti, Mengwu Guo, et al. · Computer Methods in Applied Mechanics and Engineering · 99
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Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions
2023 · Paolo Conti, Giorgio Gobat, et al. · Computer Methods in Applied Mechanics and Engineering · 86
Multi-fidelity reduced-order surrogate modelling
2024 · Paolo Conti, Mengwu Guo, et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 68
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EKF–SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics
2024 · Luca Rosafalco, Paolo Conti, et al. · Computer Methods in Applied Mechanics and Engineering · 50
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VENI, VINDy, VICI: A generative reduced-order modeling framework with uncertainty quantification
2026 · Paolo Conti, Jonas Kneifl, et al. · Neural Networks · 13
Online learning in bifurcating dynamic systems via SINDy and Kalman filtering
2025 · Luca Rosafalco, Paolo Conti, et al. · Nonlinear Dynamics · 9
Multi-fidelity delayed acceptance: Hierarchical MCMC sampling for Bayesian inverse problems combining multiple solvers through deep neural networks
2026 · Filippo Zacchei, Paolo Conti, et al. · Computer Methods in Applied Mechanics and Engineering · 3
Progressive multi-fidelity learning with neural networks for physical system predictions
2026 · Paolo Conti, Mengwu Guo, et al. · Computer Methods in Applied Mechanics and Engineering · 3
Soft Sensor Design using Hierarchical Multi-Fidelity Modeling with Bayesian Optimization for Input Variable Selection
2025 · Johannes Lips, Hendrik Lens, et al. · IFAC-PapersOnLine · 1
Multi-fidelity reduced-order surrogate modeling
2023 · Conti, Paolo, Mengwu Guo, et al. · University of Twente Research Information · 1
AutoEmulate: A PyTorch tool for end-to-end emulation workflows
2026 · Radka Jersakova, Sam F. Greenbury, et al. · The Journal of Open Source Software
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Reliability of Probabilistic Emulation of Physical Systems
2026 · Greenbury, Sam F., Jersakova, Radka, et al. · arXiv (Cornell University)
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VENI VINDy VICI Resource Data
2026 · Kneifl, Jonas, Conti, Paolo · Zenodo (CERN European Organization for Nuclear Research)
Works count: 19
Citation count: 480
H-index: 7
I10-index: 6
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