Fabio Nobile

École Polytechnique Fédérale de Lausanne — Switzerland

Decision Sciences · Social Sciences

44h-index10.0kcitations293works1.32yr avg
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Research Topics

Probabilistic and Robust Engineering Design(123), Advanced Numerical Methods in Computational Mathematics(64), Mathematical Approximation and Integration(36), Model Reduction and Neural Networks(27), Advanced Mathematical Modeling in Engineering(27)

Publications293 total

Uncertainty Quantification
Oberwolfach Reports·2025Open Access
Multilevel quadrature formulae for the optimal control of random PDEs
Numerische Mathematik·2025Open Access
Dynamical Low-Rank Approximations for Kalman Filtering
arXiv (Cornell University)·2025Open Access
Probabilistic Load Forecasting of distribution power systems based on empirical copulas
Sustainable Energy Grids and Networks·2025· 1 citedOpen Access
Robust high-order low-rank BUG integrators based on explicit Runge--Kutta methods
arXiv (Cornell University)·2025· 1 citedOpen Access
A function approximation algorithm using multilevel active subspaces
arXiv (Cornell University)·2025Open Access
Error Estimates for SUPG-Stabilised Dynamical Low Rank Approximations
Lecture notes in computational science and engineering·2025Open Access
Iterative and multilevel methods for PDE-constrained optimization under uncertainty
2025Open Access
Petrov–Galerkin Dynamical Low Rank Approximation: SUPG stabilisation of advection-dominated problems
Computer Methods in Applied Mechanics and Engineering·2024· 2 citedOpen Access
Personalized computational electro-mechanics simulations to optimize cardiac resynchronization therapy
Biomechanics and Modeling in Mechanobiology·2024· 9 citedOpen Access
A Multigrid Solver for PDE-Constrained Optimization with Uncertain Inputs
Journal of Scientific Computing·2024· 2 citedOpen Access
Multilevel quadrature formulae for the optimal control of random PDEs
arXiv (Cornell University)·2024Open Access
Petrov-Galerkin Dynamical Low Rank Approximation:SUPG stabilisation of advection-dominated problems
arXiv (Cornell University)·2024· 1 citedOpen Access
A Combination Technique for Optimal Control Problems Constrained by Random PDEs
SIAM/ASA Journal on Uncertainty Quantification·2024· 4 citedOpen Access
Dynamical low-rank approximation for stochastic differential equations
2024· 2 citedOpen Access
Error estimates for SUPG-stabilised Dynamical Low Rank Approximations
arXiv (Cornell University)·2024· 2 citedOpen Access
Petrov-Galerkin Dynamical Low Rank Approximation: Supg Stabilisation of Advection-Dominated Problems
SSRN Electronic Journal·2024Open Access
Unbiased Likelihood Estimation of Wright–Fisher Diffusion Processes
Springer proceedings in mathematics & statistics·2024Open Access
Gradient-based optimisation of the conditional-value-at-risk using the multi-level Monte Carlo method
Journal of Computational Physics·2023· 4 citedOpen Access
Probabilistic Load Forecasting of Distribution Power Systems based on Empirical Copulas
arXiv (Cornell University)·2023· 4 citedOpen Access
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Frequent Co-authors

Raúl Tempone(21), Luca Formaggia(7), Alfio Quarteroni(7), Christian Vergara(7), Ivo Babuška(6), Lorenzo Tamellini(5), Abdul-Lateef Haji-Ali(3), Giovanni Migliorati(3), Erik von Schwerin(3), Clayton Webster(2), Jean-Frédéric Gerbeau(2), Alessandro Veneziani(2), Santiago Badia(2), Joakim Beck(2), Luca Gerardo‐Giorda(2), J. Tinsley Oden(2), Eleonora Musharbash(2), Matteo Pozzoli(2), Michele Pisaroni(2), Paola Causin(1)