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Daniele Bigoni

Observed names: Bigoni, D, Bigoni, Daniele, D Bigoni, D. Bigoni, Daniele BIGONI
ORCID: 0000-0003-3504-7530
Observed ORCID: 0000-0003-3504-7530
OpenAlex ID: A5059345649
Spectral Tensor-Train Decomposition
2016 · Daniele Bigoni, Allan P. Engsig-Karup, et al. · SIAM Journal on Scientific Computing · 122
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Inference via low-dimensional couplings
2017 · Spantini, Alessio, Bigoni, Daniele, et al. · arXiv (Cornell University) · 81
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A stabilised nodal spectral element method for fully nonlinear water waves
2016 · A.P. Engsig-Karup, C. Eskilsson, et al. · Journal of Computational Physics · 63
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Sensitivity analysis of the critical speed in railway vehicle dynamics
2014 · D. Bigoni, H. True, et al. · Vehicle System Dynamics · 29
On the numerical and computational aspects of non-smoothnesses that occur in railway vehicle dynamics
2012 · H. True, A.P. Engsig-Karup, et al. · Mathematics and Computers in Simulation · 28
Greedy inference with structure-exploiting lazy maps
2019 · Brennan, Michael C., Bigoni, Daniele, et al. · arXiv (Cornell University) · 22
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Efficient uncertainty quantification of a fully nonlinear and dispersive water wave model with random inputs
2016 · Daniele Bigoni, Allan P. Engsig-Karup, et al. · Journal of Engineering Mathematics · 15
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Greedy inference with structure-exploiting lazy maps
2020 · Brennan, Michael, Bigoni, Daniele, et al. · HAL · 14
DisruptionBench and Complimentary New Models: Two Advancements in Machine Learning Driven Disruption Prediction
2025 · Lucas Spangher, Matteo Bonotto, et al. · Journal of Fusion Energy · 13
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Nonlinear dimension reduction for surrogate modeling using gradient information
2022 · Daniele Bigoni, Youssef Marzouk, et al. · Information and Inference A Journal of the IMA · 12
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Uncertainty Quantification with Applications to Engineering Problems
2015 · Daniele Bigoni · 11
Data-driven forward discretizations for Bayesian inversion
2020 · D Bigoni, Y Chen, et al. · Inverse Problems · 10
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Data-Driven Forward Discretizations for Bayesian Inversion
2020 · Bigoni, D, Chen, Y, et al. · DSpace@MIT (Massachusetts Institute of Technology) · 9
Unstructured Spectral Element Model for Dispersive and Nonlinear Wave Propagation
2016 · Allan P. Engsig‐Karup, Claes Eskilsson, et al. · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) · 3
Modern Uncertainty Quantification Methods in Railroad Vehicle Dynamics
2013 · D. Bigoni, A. P. Engsig-Karup, et al. · ASME Rail Transportation Division Fall Technical Conference (RTDF) · 3
Application and Comparison of Uncertainty Quantification Methods for Railway Vehicle Dynamics with Random Mechanical Parameters
2019 · Dawei ZHANG, Peijuan XU, et al. · Mechanika · 2
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Comparison of Classical and Modern Uncertainty Qualification Methods for the Calculation of Critical Speeds in Railway Vehicle Dynamics
2012 · Bigoni, Daniele, Engsig-Karup, Allan P, et al. · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) · 2
Spectral Tensor-Train Decomposition for low-rank surrogate models
2014 · Daniele Bigoni, Allan P. Engsig‐Karup, et al. · 1
Robust learning of transport maps with applications to nonlinear filtering
2018 · Daniele Bigoni, Roberto de Souza Baptista, et al. · AGU Fall Meeting Abstracts
Final Report: Quantification of Uncertainty in Extreme Scale Computations (QUEST)
2017 · Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States), Youssef Marzouk, et al. · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
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Adaptive spectral tensor-strain decomposition for the construction of surrogate models
2015 · Daniele Bigoni, Allan P. Engsig‐Karup, et al.
A Spectral Element Method for Nonlinear and Dispersive Water Waves
2015 · Allan P. Engsig‐Karup, Daniele Bigoni, et al.
A Stochastic Nonlinear Water Wave Model for Efficient Uncertainty Quantification
2014 · Daniele Bigoni, Allan P. Engsig‐Karup, et al. · arXiv (Cornell University)
Global Sensitivity Analysis of Railway Vehicle Dynamics on Curved Tracks
2014 · Daniele Bigoni, Allan P. Engisg-Karup, et al. · ASME Biennial Conference on Engineering Systems Design and Analysis (ESDA)
Anwendung der "Uncertainty Quantification" bei eisenbahndynamischen problemen
2013 · Daniele Bigoni, Allan P. Engsig‐Karup, et al. · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)
Works count: 32
Citation count: 440
H-index: 11
I10-index: 12
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