Florian Faucher

According to our database, Florian Faucher authored at least 13 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enriching continuous Lagrange finite element approximation spaces using neural networks.

Hélène Barucq, Michel Duprez, Florian Faucher, Emmanuel Franck, Frédérique Lecourtier, Vanessa Lleras, Victor Michel-Dansac, Nicolas Victorion

CoRR, February, 2025

2024

WaveBench: Benchmarking Data-driven Solvers for Linear Wave Propagation PDEs.

Tianlin Liu, Jose Antonio Lara Benitez, Florian Faucher, AmirEhsan Khorashadizadeh, Maarten V. de Hoop, Ivan Dokmanic

Trans. Mach. Learn. Res., 2024

Assembling algorithm for Green's tensors and absorbing boundary conditions for Galbrun's equation in radial symmetry.

Ha Pham, Florian Faucher, Damien Fournier, Hélène Barucq, Laurent Gizon

J. Comput. Phys., 2024

Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation.

Jose Antonio Lara Benitez, Takashi Furuya, Florian Faucher, Anastasis Kratsios, Xavier Tricoche, Maarten V. de Hoop

J. Comput. Phys., 2024

Numerical investigation of stabilization in the Hybridizable Discontinuous Galerkin method for linear anisotropic elastic equation.

Ha Pham, Florian Faucher, Hélène Barucq

CoRR, 2024

2023

Quantitative inverse problem in visco-acoustic media under attenuation model uncertainty.

Florian Faucher, Otmar Scherzer

J. Comput. Phys., 2023

Fine-tuning Neural-Operator architectures for training and generalization.

Jose Antonio Lara Benitez, Takashi Furuya, Florian Faucher, Xavier Tricoche, Maarten V. de Hoop

CoRR, 2023

2021

hawen: time-harmonic wave modeling and inversion using hybridizable discontinuous Galerkin discretization.

Florian Faucher

J. Open Source Softw., 2021

Diffraction Tomography, Fourier Reconstruction, and Full Waveform Inversion.

Florian Faucher, Clemens Kirisits, Michael Quellmalz, Otmar Scherzer, Eric Setterqvist

CoRR, 2021

2020

Efficient and Accurate Algorithm for the Full Modal Green's Kernel of the Scalar Wave Equation in Helioseismology.

Hélène Barucq, Florian Faucher, Damien Fournier, Laurent Gizon, Ha Pham

SIAM J. Appl. Math., 2020

2018

Localization of small obstacles from back-scattered data at limited incident angles with full-waveform inversion.

Hélène Barucq, Florian Faucher, Ha Pham

J. Comput. Phys., 2018

2017

Contributions to Seismic Full Waveform Inversion for Time Harmonic Wave Equations: Stability Estimates, Convergence Analysis, Numerical Experiments involving Large Scale Optimization Algorithms. (Contribution à l'imagerie sismique par inversion des formes d'onde pour les équations d'ondes harmoniques: estimation de stabilité, analyse de convergence, expériences numériques utilisant des algorithmes d'optimisation à grande échelle).

Florian Faucher

PhD thesis, 2017

2016

Inverse Boundary Value Problem For The Helmholtz Equation: Quantitative Conditional Lipschitz Stability Estimates.

Elena Beretta, Maarten V. de Hoop, Florian Faucher, Otmar Scherzer

SIAM J. Math. Anal., 2016