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G

Gianluca Geraci

Center for Computing Research

13H指数
200论文数
794被引数
收录论文 10
发表时间
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Neural Active Manifolds: Nonlinear Dimensionality Reduction for Uncertainty Quantification神经活动流形：用于不确定性量化的非线性降维
errJournal of Scientific Computing
IF3.3
err2025-11-04
err0
errOAAI
errAndrea Zanoni; Gianluca Geraci; Matteo Salvador; Alison L. Marsden; Daniele E. Schiavazzi
err分享
err收藏
Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification个性化且具有不确定性感知的冠状动脉血流动力学仿真：从贝叶斯估计到改进的多保真度不确定性量化
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-07-19
err0
errOAAI
errKarthik Menon; Andrea Zanoni; M. Owais Khan; Gianluca Geraci; Koen Nieman; Daniele E. Schiavazzi; Alison L. Marsden
err分享
err收藏
Boosting efficiency and reducing graph reliance: Basis adaptation integration in Bayesian multi-fidelity networks提升效率并降低图依赖性：贝叶斯多 fidelity 网络中的基适应集成
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-03-01
err0
PREAI
errZeng, Xiaoshu; Geraci, Gianluca; Gorodetsky, Alex A.; Jakeman, John D.; Ghanem, Roger
err分享
err收藏
DEEP LEARNING WITHOUT GLOBAL OPTIMIZATION BY RANDOM FOURIER NEURAL NETWORKS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2025-01-01
err0
PREAI
errDavis, Owen; Geraci, Gianluca; Motamed, Mohammad
err分享
err收藏
Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques基于归一化流和降维技术的改进多保真度蒙特卡洛估计器
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err1
errOAAI
errZanoni, Andrea; Geraci, Gianluca; Salvador, Matteo; Menon, Karthik; Marsden, Alison L.; Schiavazzi, Daniele E.
err分享
err收藏
Multifidelity data fusion in convolutional encoder/decoder networks卷积编码器/解码器网络中的多保真度数据融合
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-01-01
err8
errOAAI
errPartin, Lauren; Geraci, Gianluca; Rushdi, Ahmad A.; Eldred, Michael S.; Schiavazzi, Daniele E.
err分享
err收藏
Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-06-01
err59
errOAAI
errFleeter, Casey M.; Geraci, Gianluca; Schiavazzi, Daniele E.; Kahn, Andrew M.; Marsden, Alison L.
err分享
err收藏
A generalized approximate control variate framework for multifidelity uncertainty quantification
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-05-01
err79
errOAAI
errGorodetsky, Alex A.; Geraci, Gianluca; Eldred, Michael S.; Jakeman, John D.
err分享
err收藏
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-02-01
err24
errOAAI
errFairbanks, Hillary R.; Jofre, Lluis; Geraci, Gianluca; Iaccarino, Gianluca; Doostan, Alireza
err分享
err收藏
A one-time truncate and encode multiresolution stochastic framework
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2014-01-01
err13
errOAAI
errAbgrall, R.; Congedo, P. M.; Geraci, G.
err分享
err收藏

研究方向

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合作学者
合作期刊
R
Roger Ghanem
H 指数: 64 · 论文数: 414
A
Alison L. Marsden
H 指数: 59 · 论文数: 492
G
Gianluca Iaccarino
H 指数: 51 · 论文数: 522
O
Owen Davis
H 指数: 44 · 论文数: 247
M
Michael Eldred
H 指数: 42 · 论文数: 266
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