Florian Faucher

13 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enriching continuous Lagrange finite element approximation spaces using neural networks.
CoRR
Hélène Barucq, Michel Duprez, Florian Faucher, Emmanuel Franck, Frédérique Lecourtier, Vanessa Lleras, Victor Michel-Dansac, Nicolas Victorion
2024 J jnl
Assembling algorithm for Green's tensors and absorbing boundary conditions for Galbrun's equation in radial symmetry.
J. Comput. Phys.
Ha Pham, Florian Faucher, Damien Fournier, Hélène Barucq, Laurent Gizon
2024 J jnl
Numerical investigation of stabilization in the Hybridizable Discontinuous Galerkin method for linear anisotropic elastic equation.
CoRR
Ha Pham, Florian Faucher, Hélène Barucq
2024 J jnl
Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation.
J. Comput. Phys.
Jose Antonio Lara Benitez, Takashi Furuya, Florian Faucher, Anastasis Kratsios, Xavier Tricoche, Maarten V. de Hoop
2024 J jnl
WaveBench: Benchmarking Data-driven Solvers for Linear Wave Propagation PDEs.
Trans. Mach. Learn. Res.
Tianlin Liu, Jose Antonio Lara Benitez, Florian Faucher, AmirEhsan Khorashadizadeh, Maarten V. de Hoop, Ivan Dokmanic
2023 J jnl
Fine-tuning Neural-Operator architectures for training and generalization.
CoRR
Jose Antonio Lara Benitez, Takashi Furuya, Florian Faucher, Xavier Tricoche, Maarten V. de Hoop
2023 J jnl
Quantitative inverse problem in visco-acoustic media under attenuation model uncertainty.
J. Comput. Phys.
Florian Faucher, Otmar Scherzer
2021 J jnl
Diffraction Tomography, Fourier Reconstruction, and Full Waveform Inversion.
CoRR
Florian Faucher, Clemens Kirisits, Michael Quellmalz, Otmar Scherzer, Eric Setterqvist
2021 J jnl
hawen: time-harmonic wave modeling and inversion using hybridizable discontinuous Galerkin discretization.
J. Open Source Softw.
Florian Faucher
2020 J jnl
Efficient and Accurate Algorithm for the Full Modal Green's Kernel of the Scalar Wave Equation in Helioseismology.
SIAM J. Appl. Math.
Hélène Barucq, Florian Faucher, Damien Fournier, Laurent Gizon, Ha Pham
2018 J jnl
Localization of small obstacles from back-scattered data at limited incident angles with full-waveform inversion.
J. Comput. Phys.
Hélène Barucq, Florian Faucher, Ha Pham
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
2016 J jnl
Inverse Boundary Value Problem For The Helmholtz Equation: Quantitative Conditional Lipschitz Stability Estimates.
SIAM J. Math. Anal.
Elena Beretta, Maarten V. de Hoop, Florian Faucher, Otmar Scherzer