Concepedia

Philipp Witte

PW

15

Publications

565

Citations

14

H-Index

2017

Active since

Affiliations

Georgia Institute of Technology(Current)

Imperial College London

Microsoft (United States)

The London College

European Centre for Medium-Range Weather Forecasts

Philipp Witte is an author at Georgia Institute of Technology specializing in engineering, inverse problems, and machine learning.

Top concepts

EngineeringInverse ProblemsComputer ScienceMachine LearningNumerical AnalysisSeismic ImagingNumerical SimulationHealthRadiologyStatistics

Publications per year

2017–2023

15

Publications

15

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

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

Full-waveform inversion, Part 1: Forward modeling

Mathias Louboutin, Philipp Witte, Michael Lange et al. · The Leading Edge · 2017 · 33 citations · Full text

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