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Daniele Bigoni

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

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2020 – today

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2021
[i3]
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  - journals/corr/abs-2102-10351
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Daniele Bigoni, Youssef M. Marzouk, Clémentine Prieur, Olivier Zahm:
Nonlinear dimension reduction for surrogate modeling using gradient information. CoRR abs/2102.10351 (2021)
2020
[c1]
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  - conf/nips/BrennanBZSM20
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Michael Brennan, Daniele Bigoni, Olivier Zahm, Alessio Spantini, Youssef M. Marzouk:
Greedy inference with structure-exploiting lazy maps. NeurIPS 2020
[i2]
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  - journals/corr/abs-2003-07991
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Daniele Bigoni, Yuming Chen, Nicolás García Trillos, Youssef M. Marzouk, Daniel Sanz-Alonso:
Data-Driven Forward Discretizations for Bayesian Inversion. CoRR abs/2003.07991 (2020)

2010 – 2019

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2018
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Alessio Spantini, Daniele Bigoni, Youssef M. Marzouk:
Inference via Low-Dimensional Couplings. J. Mach. Learn. Res. 19: 66:1-66:71 (2018)
2016
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Allan Peter Engsig-Karup, Claes Eskilsson, Daniele Bigoni:
A stabilised nodal spectral element method for fully nonlinear water waves. J. Comput. Phys. 318: 1-21 (2016)
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Daniele Bigoni, Allan Peter Engsig-Karup, Youssef M. Marzouk:
Spectral Tensor-Train Decomposition. SIAM J. Sci. Comput. 38(4) (2016)
2015
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Daniele Bigoni:
Uncertainty Quantification with Applications to Engineering Problems. Technical University of Denmark, 2015
[i1]
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Allan Peter Engsig-Karup, Claes Eskilsson, Daniele Bigoni:
A Stabilised Nodal Spectral Element Method for Fully Nonlinear Water Waves. CoRR abs/1512.02548 (2015)
2014
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  - journals/mcs/TrueEB14
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Hans True, Allan Peter Engsig-Karup, Daniele Bigoni:
On the numerical and computational aspects of non-smoothnesses that occur in railway vehicle dynamics. Math. Comput. Simul. 95: 78-97 (2014)

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