Daniele Bigoni

Orcid: 0000-0003-3504-7530

Affiliations:

Massachusetts Institute of Technology, Department of Aeronautics and Astronautics, Cambridge, MA, USA
Technical University of Denmark, Applied Mathematics and Computer Science, Lyngby, Denmark (PhD 2015)

According to our database¹, Daniele Bigoni authored at least 8 papers between 2014 and 2021.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Bibliography

2021

Nonlinear dimension reduction for surrogate modeling using gradient information.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Data-Driven Forward Discretizations for Bayesian Inversion.

[BibT_eX]

[DOI]

Daniele Bigoni

Yuming Chen

Nicolás García Trillos

Youssef M. Marzouk

Daniel Sanz-Alonso

CoRR, 2020

Greedy inference with structure-exploiting lazy maps.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Inference via Low-Dimensional Couplings.

[BibT_eX]

[DOI]

Alessio Spantini

Daniele Bigoni

Youssef M. Marzouk

J. Mach. Learn. Res., 2018

2016

Spectral Tensor-Train Decomposition.

[BibT_eX]

[DOI]

Daniele Bigoni

Allan Peter Engsig-Karup

Youssef M. Marzouk

SIAM J. Sci. Comput., 2016

A stabilised nodal spectral element method for fully nonlinear water waves.

[BibT_eX]

[DOI]

Allan Peter Engsig-Karup

Claes Eskilsson

Daniele Bigoni

J. Comput. Phys., 2016

2015

Uncertainty Quantification with Applications to Engineering Problems.

[BibT_eX]

[DOI]

Daniele Bigoni

PhD thesis, 2015

2014

On the numerical and computational aspects of non-smoothnesses that occur in railway vehicle dynamics.

[BibT_eX]

[DOI]

Hans True

Allan Peter Engsig-Karup

Daniele Bigoni

Math. Comput. Simul., 2014

Daniele Bigoni

Timeline

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