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ORCIDGianmarco Mengaldo
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- affiliation: Department of Aeronautics, Imperial College London, UK
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Journal Articles
- 2024
[j16]Cuc Duong, Vethavikashini Chithrra Raghuram, Amos Lee
, Rui Mao, Gianmarco Mengaldo, Erik Cambria:
Neurosymbolic AI for Mining Public Opinions about Wildfires. Cogn. Comput. 16(4): 1531-1553 (2024)- [j15]Marcin Rogowski, Brandon C. Y. Yeung, Oliver T. Schmidt, Romit Maulik, Lisandro Dalcín, Matteo Parsani, Gianmarco Mengaldo:
Unlocking massively parallel spectral proper orthogonal decompositions in the PySPOD package. Comput. Phys. Commun. 302: 109246 (2024) - 2023
- [j14]Hugues Turbé, Mina Bjelogrlic, Christian Lovis, Gianmarco Mengaldo:
Evaluation of post-hoc interpretability methods in time-series classification. Nat. Mac. Intell. 5(3): 250-260 (2023) - 2022
- [j13]Andrea Lario, Romit Maulik, Oliver T. Schmidt, Gianluigi Rozza, Gianmarco Mengaldo:
Neural-network learning of SPOD latent dynamics. J. Comput. Phys. 468: 111475 (2022) - [j12]Rodrigo Costa Moura, Lucas Dantas Fernandes, A. F. C. Silva, Gianmarco Mengaldo, Spencer J. Sherwin:
Spectral/hp element methods' linear mechanism of (apparent) energy transfer in Fourier space: Insights into dispersion analysis for implicit LES. J. Comput. Phys. 471: 111613 (2022) - 2021
- [j11]Gianmarco Mengaldo, Romit Maulik:
PySPOD: A Python package for Spectral Proper Orthogonal Decomposition (SPOD). J. Open Source Softw. 6(60): 2862 (2021) - [j10]Gianmarco Mengaldo, David Moxey, Michael Turner, Rodrigo Costa Moura, Ayad Jassim, Mark Taylor, Joaquim Peiró, Spencer J. Sherwin:
Industry-Relevant Implicit Large-Eddy Simulation of a High-Performance Road Car via Spectral/hp Element Methods. SIAM Rev. 63(4): 723-755 (2021) - 2020
- [j9]David Moxey, Chris D. Cantwell, Yan Bao, Andrea Cassinelli, Giacomo Castiglioni, Sehun Chun, Emilia Juda, Ehsan Kazemi, Kilian Lackhove, Julian Marcon, Gianmarco Mengaldo, Douglas Serson, Michael Turner, Hui Xu, Joaquim Peiró, Robert M. Kirby, Spencer J. Sherwin:
Nektar++: Enhancing the capability and application of high-fidelity spectral/hp element methods. Comput. Phys. Commun. 249: 107110 (2020) - [j8]Benedikt Dorschner, Ke Yu, Gianmarco Mengaldo, Tim Colonius:
A fast multi-resolution lattice Green's function method for elliptic difference equations. J. Comput. Phys. 407: 109270 (2020) - 2018
- [j7]Gianmarco Mengaldo, Daniele De Grazia, Rodrigo Costa Moura, Spencer J. Sherwin:
Spatial eigensolution analysis of energy-stable flux reconstruction schemes and influence of the numerical flux on accuracy and robustness. J. Comput. Phys. 358: 1-20 (2018) - [j6]Andrew R. Winters, Rodrigo Costa Moura, Gianmarco Mengaldo, Gregor J. Gassner, Stefanie Walch, Joaquim Peiró, Spencer J. Sherwin:
A comparative study on polynomial dealiasing and split form discontinuous Galerkin schemes for under-resolved turbulence computations. J. Comput. Phys. 372: 1-21 (2018) - 2017
- [j5]Willem Deconinck, Peter Bauer, Michail Diamantakis, Mats Hamrud, Christian Kühnlein, Pedro Maciel, Gianmarco Mengaldo, Tiago Quintino, Baudouin Raoult, Piotr K. Smolarkiewicz, Nils P. Wedi:
Atlas : A library for numerical weather prediction and climate modelling. Comput. Phys. Commun. 220: 188-204 (2017) - [j4]Rodrigo Costa Moura, Gianmarco Mengaldo, Joaquim Peiró, Spencer J. Sherwin:
On the eddy-resolving capability of high-order discontinuous Galerkin approaches to implicit LES / under-resolved DNS of Euler turbulence. J. Comput. Phys. 330: 615-623 (2017) - 2016
- [j3]Gianmarco Mengaldo, Daniele De Grazia, Peter E. Vincent, Spencer J. Sherwin:
On the Connections Between Discontinuous Galerkin and Flux Reconstruction Schemes: Extension to Curvilinear Meshes. J. Sci. Comput. 67(3): 1272-1292 (2016) - 2015
- [j2]Chris D. Cantwell, David Moxey, A. Comerford, A. Bolis, G. Rocco, Gianmarco Mengaldo, Daniele De Grazia, Sergey Yakovlev, J.-E. Lombard, D. Ekelschot, B. Jordi, Hui Xu, Yumnah Mohamied, Claes Eskilsson, B. Nelson, Peter E. J. Vos, C. Biotto, Robert Michael Kirby, Spencer J. Sherwin:
Nektar++: An open-source spectral/hp element framework. Comput. Phys. Commun. 192: 205-219 (2015) - [j1]Gianmarco Mengaldo, Daniele De Grazia, David Moxey, Peter E. Vincent, Spencer J. Sherwin:
Dealiasing techniques for high-order spectral element methods on regular and irregular grids. J. Comput. Phys. 299: 56-81 (2015)
Conference and Workshop Papers
- 2024
- [c3]Rui Mao, Qika Lin, Qiawen Liu, Gianmarco Mengaldo, Erik Cambria:
Understanding Public Perception Towards Weather Disasters Through the Lens of Metaphor. IJCAI 2024: 7394-7402 - 2023
- [c2]Keane Ong, Wihan van der Heever, Ranjan Satapathy, Erik Cambria, Gianmarco Mengaldo:
FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis. ICDM (Workshops) 2023: 773-782 - 2021
- [c1]Romit Maulik, Gianmarco Mengaldo:
PyParSVD: A streaming, distributed and randomized singular-value-decomposition library. DRBSD@SC 2021: 19-25
Informal and Other Publications
- 2024
- [i16]Hugues Turbé, Mina Bjelogrlic, Gianmarco Mengaldo, Christian Lovis:
ProtoS-ViT: Visual foundation models for sparse self-explainable classifications. CoRR abs/2406.10025 (2024) - [i15]Gianmarco Mengaldo:
Explain the Black Box for the Sake of Science: Revisiting the Scientific Method in the Era of Generative Artificial Intelligence. CoRR abs/2406.10557 (2024) - [i14]Keane Ong, Rui Mao, Ranjan Satapathy, Ricardo Shirota Filho, Erik Cambria, Johan Sulaeman, Gianmarco Mengaldo:
Explainable Natural Language Processing for Corporate Sustainability Analysis. CoRR abs/2407.17487 (2024) - [i13]Jiawen Wei, Hugues Turbé, Gianmarco Mengaldo:
Revisiting the robustness of post-hoc interpretability methods. CoRR abs/2407.19683 (2024) - 2023
- [i12]Keane Ong, Wihan van der Heever, Ranjan Satapathy, Gianmarco Mengaldo, Erik Cambria:
FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis. CoRR abs/2303.02563 (2023) - [i11]Marcin Rogowski, Brandon C. Y. Yeung, Oliver T. Schmidt, Romit Maulik, Lisandro Dalcín, Matteo Parsani, Gianmarco Mengaldo:
Unlocking massively parallel spectral proper orthogonal decompositions in the PySPOD package. CoRR abs/2309.11808 (2023) - [i10]Wei Jie Yeo, Wihan van der Heever, Rui Mao, Erik Cambria, Ranjan Satapathy, Gianmarco Mengaldo:
A Comprehensive Review on Financial Explainable AI. CoRR abs/2309.11960 (2023) - 2022
- [i9]Martin W. Hess, Andrea Lario, Gianmarco Mengaldo, Gianluigi Rozza:
Reduced order modeling for spectral element methods: current developments in Nektar++ and further perspectives. CoRR abs/2201.05404 (2022) - [i8]Hugues Turbé, Mina Bjelogrlic, Christian Lovis, Gianmarco Mengaldo:
InterpretTime: a new approach for the systematic evaluation of neural-network interpretability in time series classification. CoRR abs/2202.05656 (2022) - [i7]Niccolò Tonicello, Andrea Lario, Gianluigi Rozza, Gianmarco Mengaldo:
Non-intrusive reduced order models for the accurate prediction of bifurcating phenomena in compressible fluid dynamics. CoRR abs/2212.10198 (2022) - 2021
- [i6]Romit Maulik, Gianmarco Mengaldo:
PyParSVD: A streaming, distributed and randomized singular-value-decomposition library. CoRR abs/2108.08845 (2021) - [i5]Andrea Lario, Romit Maulik, Gianluigi Rozza, Gianmarco Mengaldo:
Neural-network learning of SPOD latent dynamics. CoRR abs/2110.09218 (2021) - [i4]Niccolò Tonicello, Rodrigo Costa Moura, Guido Lodato, Gianmarco Mengaldo:
Fully-discrete spatial eigenanalysis of discontinuous spectral element methods: insights into well-resolved and under-resolved vortical flows. CoRR abs/2111.13891 (2021) - 2020
- [i3]Gianmarco Mengaldo, David Moxey, Michael Turner, Rodrigo Costa Moura, Ayad Jassim, Mark Taylor, Joaquim Peiró, Spencer J. Sherwin:
Industry-Relevant Implicit Large-Eddy Simulation of a High-Performance Road Car via Spectral/hp Element Methods. CoRR abs/2009.10178 (2020) - 2019
- [i2]David Moxey, Chris D. Cantwell, Yan Bao, Andrea Cassinelli, Giacomo Castiglioni, Sehun Chun, Emilia Juda, Ehsan Kazemi, Kilian Lackhove, Julian Marcon, Gianmarco Mengaldo, Douglas Serson, Michael Turner, Hui Xu, Joaquim Peiró, Robert M. Kirby, Spencer J. Sherwin:
Nektar++: enhancing the capability and application of high-fidelity spectral/hp element methods. CoRR abs/1906.03489 (2019) - [i1]Gianmarco Mengaldo:
Batch 1: Definition of several Weather & Climate Dwarfs. CoRR abs/1908.06089 (2019)
Coauthor Index
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