Concepedia

Mathias Louboutin

ML

21

Publications

716

Citations

16

H-Index

2016

Active since

Affiliations

Georgia Institute of Technology(Current)

Imperial College London

The London College

European Centre for Medium-Range Weather Forecasts

University of British Columbia

Mathias Louboutin is an author at Georgia Institute of Technology specializing in engineering, inverse problems, and computer science.

Top concepts

EngineeringInverse ProblemsComputer ScienceNumerical AnalysisParallel ProgrammingMachine LearningComputer EngineeringData ScienceDeep LearningFormal Methods

Publications per year

2016–2024

21

Publications

21

Devito (v3.1.0): an embedded domain-specific language for finite differences and geophysical exploration

Mathias Louboutin, Michael Lange, Fabio Luporini et al. · Geoscientific model development · 2019 · 188 citations · Full text

Numerical Analysis, Exploration Geophysics, Engineering +23

The importance of transfer learning in seismic modeling and imaging

Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann · Geophysics · 2019 · 79 citations

A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia

Philipp Witte, Mathias Louboutin, Navjot Kukreja et al. · Geophysics · 2019 · 59 citations

Numerical Analysis, Engineering, Waveform Inversion +22

Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs

Thomas J. Grady, Rishi Khan, Mathias Louboutin et al. · Computers & Geosciences · 2023 · 48 citations · Full text

Numerical Analysis, Model Optimization, Engineering +7

Compressive least-squares migration with on-the-fly Fourier transforms

Philipp Witte, Mathias Louboutin, Fabio Luporini et al. · Geophysics · 2019 · 39 citations

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