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G

Gianmarco Mengaldo

National University of Singapore

24H指数
116论文数
2.3K被引数
收录论文 30
发表时间
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Explainable AI: learning from the learners可解释人工智能：从学习者中学习
errNature Communications
IF15.7
err2026-08-06
err0
errOAAI
errRicardo Vinuesa; Steven L. Brunton; Gianmarco Mengaldo
err分享
err收藏
CondensNet: enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraintsCondensNet：通过具有自适应物理约束的混合深度学习模型实现稳定的长期气候模拟
errnpj Climate and Atmospheric Science
IF8.4
err2026-01-16
err0
errOAAI
errXin Wang; Jianda Chen; Juntao Yang; Jeff Adie; Simon See; Kalli Furtado; Chen Chen; Troy Arcomano; Romit Maulik; Wei Xue; Gianmarco Mengaldo
err分享
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Language models for environmental, social, and governance analysis: A review用于环境、社会和治理分析的语言模型：综述
errInformation Processing & Management
IF6.9
err2026-01-02
err0
PREAI
errKelvin Du; Rui Mao; Frank Xing; Gianmarco Mengaldo; Erik Cambria
err分享
err收藏
A Hybrid Two-level MCMC Framework to Accelerate Posterior Mean Estimation with Deep Learning Surrogates for Bayesian Inverse Problems一种混合两级MCMC框架，利用深度学习代理模型加速贝叶斯反问题中的后验均值估计
errJournal of Computational Physics
IF3.8
err2025-11-03
err0
PREAI
errYang Juntao; Jeff Adie; Simon See; Adriano Gualandi; Gianmarco Mengaldo
err分享
err收藏
Dynamical errors in machine learning forecasts机器学习预测中的动态误差
errChaos, Solitons & Fractals
IF0
err2025-10-15
err0
PREAI
errZhou Fang; Gianmarco Mengaldo
err分享
err收藏
Spatio-temporal dynamical indices for complex systems复杂系统的时空动态指数
errChaos, Solitons & Fractals
IF0
err2025-10-10
err0
PREAI
errChenyu Dong; Gabriele Messori; Davide Faranda; Adriano Gualandi; Valerio Lucarini; Gianmarco Mengaldo
err分享
err收藏
Time-lagged recurrence: A data-driven method to estimate the predictability of dynamical systems时间滞后递归：一种数据驱动方法，用于估计动力系统的可预测性
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2025-05-16
err0
errOAAI
errDong, Chenyu; Faranda, Davide; Gualandi, Adriano; Lucarini, Valerio; Mengaldo, Gianmarco
err分享
err收藏
A comprehensive review on financial explainable AI金融可解释人工智能的全面综述
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-03-29
err1
errOAAI
errYeo, Wei Jie; van der Heever, Wihan; Mao, Rui; Cambria, Erik; Satapathy, Ranjan; Mengaldo, Gianmarco
err分享
err收藏
Explainable natural language processing for corporate sustainability analysis用于企业可持续性分析的可解释自然语言处理
errINFORMATION FUSION
IF15.5
err2025-03-01
err0
PREAI
errOng, Keane; Mao, Rui; Satapathy, Ranjan; Shirota Filho, Ricardo; Cambria, Erik; Sulaeman, Johan; Mengaldo, Gianmarco
err分享
err收藏
Indo-Pacific regional extremes aggravated by changes in tropical weather patterns
errNATURE GEOSCIENCE
IF16.1
err2024-10-04
err0
errOAAI
errDong, Chenyu; Noyelle, Robin; Messori, Gabriele; Gualandi, Adriano; Fery, Lucas; Yiou, Pascal; Vrac, Mathieu; DAndrea, Fabio; Camargo, Suzana J.; Coppola, Erika; Balsamo, Gianpaolo; Chen, Chen; Faranda, Davide; Mengaldo, Gianmarco
err分享
err收藏
Unlocking massively parallel spectral proper orthogonal decompositions in the PySPOD package在PySPOD包中解锁大规模并行光谱适当正交分解
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2024-09-01
err1
errOAAI
errRogowski, Marcin; Yeung, Brandon C. Y.; Schmidt, Oliver T.; Maulik, Romit; Dalcin, Lisandro; Parsani, Matteo; Mengaldo, Gianmarco
err分享
err收藏
ClimaMeter: contextualizing extreme weather in a changing climate
errWEATHER AND CLIMATE DYNAMICS
IF5.3
err2024-07-24
err7
errOAAI
errFaranda, Davide; Messori, Gabriele; Coppola, Erika; Alberti, Tommaso; Vrac, Mathieu; Pons, Flavio; Yiou, Pascal; Saint Lu, Marion; Hisi, Andreia N. S.; Brockmann, Patrick; Dafis, Stavros; Mengaldo, Gianmarco; Vautard, Robert
err分享
err收藏
Neurosymbolic AI for Mining Public Opinions about Wildfires用于挖掘有关野火的公众意见的神经符号AI
errCOGNITIVE COMPUTATION
IF4.3
err2023-09-14
err5
PREAI
errDuong, Cuc; Raghuram, Vethavikashini Chithrra; Lee, Amos; Mao, Rui; Mengaldo, Gianmarco; Cambria, Erik
err分享
err收藏
Evaluation of post-hoc interpretability methods in time-series classification
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-03-13
err26
errOAAI
errTurbe, Hugues; Bjelogrlic, Mina; Lovis, Christian; Mengaldo, Gianmarco
err分享
err收藏
Spectral/hp element methods' linear mechanism of (apparent) energy transfer in Fourier space: Insights into dispersion analysis for implicit LES
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-12-01
err7
PREAI
errMoura, R. C.; Fernandes, L. D.; Silva, A. F. C.; Mengaldo, G.; Sherwin, S. J.
err分享
err收藏
Neural-network learning of SPOD latent dynamics
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-11-01
err19
errOAAI
errLario, Andrea; Maulik, Romit; Schmidt, Oliver T.; Rozza, Gianluigi; Mengaldo, Gianmarco
err分享
err收藏
Efficient high-dimensional variational data assimilation with machine-learned reduced-order models
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-05-02
err13
errOAAI
errMaulik, Romit; Rao, Vishwas; Wang, Jiali; Mengaldo, Gianmarco; Constantinescu, Emil; Lusch, Bethany; Balaprakash, Prasanna; Foster, Ian; Kotamarthi, Rao
err分享
err收藏
Industry-Relevant Implicit Large-Eddy Simulation of a High-Performance Road Car via Spectral/hp Element Methods
errSIAM REVIEW
IF6.1
err2021-11-04
err22
errOAAI
errMengaldo, Gianmarco; Moxey, David; Turner, Michael; Moura, Rodrigo Costa; Jassim, Ayad; Taylor, Mark; Peiro, Joaquim; Sherwin, Spencer
err分享
err收藏
Nektar plus plus : Enhancing the capability and application of high-fidelity spectral/hp element methodsNektar plus plus: 增强高保真光谱/hp元素方法的能力和应用
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2020-04-01
err94
errOAAI
errMoxey, David; Cantwell, Chris D.; Bao, Yan; Cassinelli, Andrea; Castiglioni, Giacomo; Chun, Sehun; Juda, Emilia; Kazemi, Ehsan; Lackhove, Kilian; Marcon, Julian; Mengaldo, Gianmarco; Serson, Douglas; Turner, Michael; Xu, Hui; Peiro, Joaquim; Kirby, Robert M.; Sherwin, Spencer J.
err分享
err收藏
A fast multi-resolution lattice Green's function method for elliptic difference equations椭圆型差分方程的快速多分辨格点格林函数方法
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-04-01
err10
errOAAI
errDorschner, Benedikt; Yu, Ke; Mengaldo, Gianmarco; Colonius, Tim
err分享
err收藏

研究方向

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合作学者
合作期刊
I
Ian Foster
H 指数: 124 · 论文数: 1.4K
E
Erik Cambria
H 指数: 111 · 论文数: 785
R
Robert Vautard
H 指数: 80 · 论文数: 340
S
Suzana J. Camargo
H 指数: 71 · 论文数: 368
G
Gianpaolo Balsamo
H 指数: 71 · 论文数: 368
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