Gianmarco Mengaldo
National University of Singapore
H-index: 20
Asia-Singapore
Top articles of Gianmarco Mengaldo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Similarities and differences between natural and simulated slow earthquakes | Adriano Gualandi Luca Dal Zilio Davide Faranda Gianmarco Mengaldo | 2024/3/7 | |
FinXABSA: Explainable finance through aspect-based sentiment analysis | Keane Ong Wihan van der Heever Ranjan Satapathy Gianmarco Mengaldo Erik Cambria | 2023/3/5 | |
A comprehensive review on financial explainable AI | Wei Jie Yeo Wihan van der Heever Rui Mao Erik Cambria Ranjan Satapathy | 2023/9/21 | |
Fully-discrete spatial eigenanalysis of discontinuous spectral element methods: insights into well-resolved and under-resolved vortical flows | Computers & Fluids | Niccolò Tonicello Rodrigo C Moura Guido Lodato Gianmarco Mengaldo | 2023/11/15 |
Neurosymbolic AI for mining public opinions about wildfires | Cognitive Computation | Cuc Duong Vethavikashini Chithrra Raghuram Amos Lee Rui Mao Gianmarco Mengaldo | 2023/9 |
Evaluation of post-hoc interpretability methods in time-series classification | Nature Machine Intelligence | Hugues Turbé Mina Bjelogrlic Christian Lovis Gianmarco Mengaldo | 2023/3 |
Artificial Muscles for Underwater Soft Robots: Materials and Their Interactions | Yu Jun Tan Gianmarco Mengaldo Cecilia Laschi | 2023/11/6 | |
Deterministic and stochastic chaos characterize laboratory earthquakes | Earth and Planetary Science Letters | Adriano Gualandi Davide Faranda Chris Marone Massimo Cocco Gianmarco Mengaldo | 2023/2/15 |
Online data-driven changepoint detection for high-dimensional dynamical systems | Chaos: An Interdisciplinary Journal of Nonlinear Science | Sen Lin Gianmarco Mengaldo Romit Maulik | 2023/10/1 |
Unlocking massively parallel spectral proper orthogonal decompositions in the PySPOD package | arXiv preprint arXiv:2309.11808 | Marcin Rogowski Brandon CY Yeung Oliver T Schmidt Romit Maulik Lisandro Dalcin | 2023/9/21 |
Spectral/hp element methods' linear mechanism of (apparent) energy transfer in Fourier space: Insights into dispersion analysis for implicit LES | Journal of Computational Physics | Rodrigo Costa Moura Lucas Dantas Fernandes AFC Silva Gianmarco Mengaldo Spencer J Sherwin | 2022/12/15 |
Reduced order modeling for spectral element methods: current developments in Nektar++ and further perspectives | Martin W Hess Andrea Lario Gianmarco Mengaldo Gianluigi Rozza | 2022/11/29 | |
Neural-network learning of SPOD latent dynamics | Journal of Computational Physics | Andrea Lario Romit Maulik Oliver T Schmidt Gianluigi Rozza Gianmarco Mengaldo | 2022/11/1 |
A concise guide to modelling the physics of embodied intelligence in soft robotics | Gianmarco Mengaldo Federico Renda Steven L Brunton Moritz Bächer Marcello Calisti | 2022/9 | |
Efficient high-dimensional variational data assimilation with machine-learned reduced-order models | Geoscientific Model Development | Romit Maulik Vishwas Rao Jiali Wang Gianmarco Mengaldo Emil Constantinescu | 2022/5/2 |
Non-intrusive reduced order models for the accurate prediction of bifurcating phenomena in compressible fluid dynamics | arXiv preprint arXiv:2212.10198 | Niccolò Tonicello Andrea Lario Gianluigi Rozza Gianmarco Mengaldo | 2022/12/20 |
PyParSVD: A streaming, distributed and randomized singular-value-decomposition library | Romit Maulik Gianmarco Mengaldo | 2021/11/14 | |
Industry-Relevant Implicit Large-Eddy Simulation of a High-Performance Road Car via Spectral/hp Element Methods | SIAM Review | Gianmarco Mengaldo David Moxey Michael Turner Rodrigo Costa Moura Ayad Jassim | 2021 |
Pyspod: A python package for spectral proper orthogonal decomposition (spod) | Journal of Open Source Software | Gianmarco Mengaldo Romit Maulik | 2021/4/16 |
Viscous diffusion effects in the eigenanalysis of (hybridisable) DG methods | Rodrigo C Moura Pablo Fernandez Gianmarco Mengaldo Spencer J Sherwin | 2020 |
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