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A

Andrea Manzoni

politecnico di milano

40H指数
269论文数
6.6K被引数
收录论文 47
发表时间
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Multi-fidelity delayed acceptance: Hierarchical MCMC sampling for Bayesian inverse problems combining multiple solvers through deep neural networks多 fidelity 延迟接受法：通过深度神经网络结合多个求解器的贝叶斯反问题分层 MCMC 采样
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-24
err0
errOAAI
errFilippo Zacchei; Paolo Conti; Attilio Frangi; Andrea Manzoni
err分享
err收藏
Active digital twins via active inference主动数字孪生通过主动推理
errEngineering Applications of Artificial Intelligence
IF8
err2026-03-23
err0
errOAAI
errMatteo Torzoni; Domenico Maisto; Andrea Manzoni; Francesco Donnarumma; Giovanni Pezzulo; Alberto Corigliano
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Progressive multi-fidelity learning with neural networks for physical system predictions基于神经网络的物理系统预测的渐进式多保真度学习
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-17
err0
errOAAI
errPaolo Conti; Mengwu Guo; Attilio Frangi; Andrea Manzoni
err分享
err收藏
Enhancing Bayesian model updating in structural health monitoring via learnable mappings通过可学习映射增强结构健康监测中的贝叶斯模型更新
errEngineering with Computers
IF4.9
err2025-12-02
err0
errOAAI
errMatteo Torzoni; Andrea Manzoni; Stefano Mariani
err分享
err收藏
Reduced order modeling with shallow recurrent decoder networks降阶建模与浅层循环解码网络
errNature Communications
IF15.7
err2025-11-21
err0
errOAAI
errMatteo Tomasetto; Jan P. Williams; Francesco Braghin; Andrea Manzoni; J. Nathan Kutz
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Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs通过连续几何感知DL-ROMs处理非线性降阶模型中的几何变异性
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-07-01
err0
errOAAI
errBrivio, Simone; Fresca, Stefania; Manzoni, Andrea
err分享
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Latent feedback control of distributed systems in multiple scenarios through deep learning-based reduced order models基于深度学习的降阶模型在多种场景下对分布式系统的潜在反馈控制
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-07-01
err0
errOAAI
errTomasetto, Matteo; Braghin, Francesco; Manzoni, Andrea
err分享
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Robust optimal density control of robotic swarms☆机器人群体鲁棒最优密度控制☆
errAUTOMATICA
IF5.9
err2025-06-01
err0
errOAAI
errSinigaglia, Carlo; Manzoni, Andrea; Braghin, Francesco; Berman, Spring
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On latent dynamics learning in nonlinear reduced order modeling
errNEURAL NETWORKS
IF6.3
err2025-05-01
err0
errOAAI
errFarenga, Nicola; Fresca, Stefania; Brivio, Simone; Manzoni, Andrea
err分享
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EKF-SINDy: Empowering the extended Kalman filter with sparse identification of nonlinear dynamics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-11-01
err0
errOAAI
errRosafalco, Luca; Conti, Paolo; Manzoni, Andrea; Mariani, Stefano; Frangi, Attilio
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A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-04-01
err0
PREAI
errZappon, Elena; Manzoni, Andrea; Quarteroni, Alfio
err分享
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Nonlinear model order reduction for problems with microstructure using mesh informed neural networks
errFINITE ELEMENTS IN ANALYSIS AND DESIGN
IF3.5
err2024-02-01
err10
errOAAI
errVitullo, Piermario; Colombo, Alessio; Franco, Nicola Rares; Manzoni, Andrea; Zunino, Paolo
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A digital twin framework for civil engineering structures土木工程结构的数字孪生框架
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err34
errOAAI
errTorzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
err分享
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A multi-fidelity surrogate model for structural health monitoring exploiting model order reduction and artificial neural networks利用模型降阶和人工神经网络的结构健康监测的多保真代理模型
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-08-01
err15
errOAAI
errTorzoni, Matteo; Manzoni, Andrea; Mariani, Stefano
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Reduced order modeling of parametrized systems through autoencoders and SINDy approach: continuation of periodic solutions
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-06-01
err18
errOAAI
errConti, Paolo; Gobat, Giorgio; Fresca, Stefania; Manzoni, Andrea; Frangi, Attilio
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Approximation bounds for convolutional neural networks in operator learning
errNEURAL NETWORKS
IF6.3
err2023-04-01
err13
errOAAI
errFranco, Nicola Rares; Fresca, Stefania; Manzoni, Andrea; Zunino, Paolo
err分享
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Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches
errSENSORS
IF3.5
err2023-03-10
err7
errOAAI
errGobat, Giorgio; Fresca, Stefania; Manzoni, Andrea; Frangi, Attilio
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Multi-fidelity surrogate modeling using long short-term memory networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err36
errOAAI
errConti, Paolo; Guo, Mengwu; Manzoni, Andrea; Hesthaven, Jan S.
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Density Control of Large-Scale Particles Swarm Through PDE-Constrained Optimization
errIEEE TRANSACTIONS ON ROBOTICS
IF10.5
err2022-12-01
err9
errOAAI
errSinigaglia, Carlo; Manzoni, Andrea; Braghin, Francesco
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Structural health monitoring of civil structures: A diagnostic framework powered by deep metric learning土木结构的结构健康监测: 基于深度度量学习的诊断框架
errCOMPUTERS & STRUCTURES
IF4.8
err2022-10-01
err16
PREAI
errTorzoni, Matteo; Manzoni, Andrea; Mariani, Stefano
err分享
err收藏

研究方向

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合作学者
合作期刊
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Jenny Chang‐Claude
H 指数: 128 · 论文数: 1.5K
A
Alison M. Dunning
H 指数: 114 · 论文数: 881
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Stein Kaasa
H 指数: 101 · 论文数: 532
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Hatem Alkadhi
H 指数: 89 · 论文数: 812
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Alfio Quarteroni
H 指数: 88 · 论文数: 1.1K
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