Daniele Bigoni

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 6

Top Topics

Nonlinear Dimension Reduction

Auxiliary Information

Tensor Decomposition

Top Venues

Math. Comput. Simul.

J. Comput. Phys.

J. Mach. Learn. Res.

Publications

Daniele Bigoni, Youssef M. Marzouk, Clémentine Prieur, Olivier Zahm
Nonlinear dimension reduction for surrogate modeling using gradient information. CoRR (2021)
Michael Brennan, Daniele Bigoni, Olivier Zahm, Alessio Spantini, Youssef M. Marzouk
Greedy inference with structure-exploiting lazy maps. NeurIPS (2020)
Daniele Bigoni, Yuming Chen, Nicolás García Trillos, Youssef M. Marzouk, Daniel Sanz-Alonso
Data-Driven Forward Discretizations for Bayesian Inversion. CoRR (2020)
Alessio Spantini, Daniele Bigoni, Youssef M. Marzouk
Inference via Low-Dimensional Couplings. J. Mach. Learn. Res. 19 (2018)
Daniele Bigoni, Allan Peter Engsig-Karup, Youssef M. Marzouk
Spectral Tensor-Train Decomposition. SIAM J. Sci. Comput. 38 (4) (2016)
Allan Peter Engsig-Karup, Claes Eskilsson, Daniele Bigoni
A stabilised nodal spectral element method for fully nonlinear water waves. J. Comput. Phys. 318 (2016)
Allan Peter Engsig-Karup, Claes Eskilsson, Daniele Bigoni
A Stabilised Nodal Spectral Element Method for Fully Nonlinear Water Waves. CoRR (2015)
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 (2014)