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ORCIDDaniele Bigoni
Person information
- 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
- 2021
[i3]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]Michael Brennan, Daniele Bigoni, Olivier Zahm, Alessio Spantini, Youssef M. Marzouk:
Greedy inference with structure-exploiting lazy maps. NeurIPS 2020 - [i2]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
- 2018
- [j4]Alessio Spantini, Daniele Bigoni, Youssef M. Marzouk:
Inference via Low-Dimensional Couplings. J. Mach. Learn. Res. 19: 66:1-66:71 (2018) - 2016
- [j3]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) - [j2]Daniele Bigoni, Allan Peter Engsig-Karup, Youssef M. Marzouk:
Spectral Tensor-Train Decomposition. SIAM J. Sci. Comput. 38(4) (2016) - 2015
- [b1]Daniele Bigoni:
Uncertainty Quantification with Applications to Engineering Problems. Technical University of Denmark, 2015 - [i1]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
- [j1]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)
Coauthor Index
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