Philipp A. Witte

22 papers Journal 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training.
CoRR
Hiroki Naganuma, Xinzhi Zhang, Man-Chung Yue, Ioannis Mitliagkas, Philipp A. Witte, Russell J. Hewett, Yin Tat Lee
2025 J jnl
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training.
Trans. Mach. Learn. Res.
Hiroki Naganuma, Xinzhi Zhang, Man-Chung Yue, Ioannis Mitliagkas, Russell J. Hewett, Philipp A. Witte, Yin Tat Lee
2024 J jnl
InvertibleNetworks.jl: A Julia package for scalable normalizing flows.
J. Open Source Softw.
Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, Felix J. Herrmann
2023 J jnl
InvertibleNetworks.jl: A Julia package for scalable normalizing flows.
CoRR
Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, Felix J. Herrmann
2023 J jnl
Learned multiphysics inversion with differentiable programming and machine learning.
CoRR
Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, Felix J. Herrmann
2023 J jnl
Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs.
Comput. Geosci.
Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, Felix J. Herrmann
2022 J jnl
Accelerating innovation with software abstractions for scalable computational geophysics.
CoRR
Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix J. Herrmann
2022 J jnl
SciAI4Industry - Solving PDEs for industry-scale problems with deep learning.
CoRR
Philipp A. Witte, Russell J. Hewett, Kumar Saurabh, Amir Hossein Sojoodi, Ranveer Chandra
2022 J jnl
Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators.
CoRR
Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, Felix J. Herrmann
2021 J jnl
Preconditioned training of normalizing flows for variational inference in inverse problems.
CoRR
Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp A. Witte, Felix J. Herrmann
2020 J jnl
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.
IEEE Trans. Parallel Distributed Syst.
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann
2020 J jnl
Architecture and Performance of Devito, a System for Automated Stencil Computation.
ACM Trans. Math. Softw.
Fabio Luporini, Mathias Louboutin, Michael Lange, Navjot Kukreja, Philipp A. Witte, Jan Hückelheim, Charles Yount, Paul H. J. Kelly, Felix J. Herrmann, Gerard J. Gorman
2020 J jnl
Extended source imaging, a unifying framework for seismic & medical imaging.
CoRR
Ziyi Yin, Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann
2020 J jnl
Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows.
CoRR
Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Felix J. Herrmann
2020 J jnl
Life is a scene and we are the actors: Assessing the usefulness of planning support theatres for smart city planning.
Comput. Environ. Urban Syst.
E. P. Punt, Stan C. M. Geertman, A. E. Afrooz, Philipp A. Witte, Christopher James Pettit
2020 J jnl
Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization.
CoRR
Gabrio Rizzuti, Ali Siahkoohi, Philipp A. Witte, Felix J. Herrmann
2020 J jnl
Scaling through abstractions - high-performance vectorial wave simulations for seismic inversion with Devito.
CoRR
Mathias Louboutin, Fabio Luporini, Philipp A. Witte, Rhodri Nelson, George Bisbas, Jan Thorbecke, Felix J. Herrmann, Gerard Gorman
2020 — —
Software and Algorithms for Large-Scale Seismic Inverse Problems.
Philipp A. Witte
2019 J jnl
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud.
CoRR
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann
2019 J jnl
Serverless seismic imaging in the cloud.
CoRR
Philipp A. Witte, Mathias Louboutin, Charles Jones, Felix J. Herrmann
2018 J jnl
Architecture and performance of Devito, a system for automated stencil computation.
CoRR
Fabio Luporini, Michael Lange, Mathias Louboutin, Navjot Kukreja, Jan Hückelheim, Charles Yount, Philipp A. Witte, Paul H. J. Kelly, Gerard J. Gorman, Felix J. Herrmann
2018 J jnl
Devito: an embedded domain-specific language for finite differences and geophysical exploration.
CoRR
Mathias Louboutin, Michael Lange, Fabio Luporini, Navjot Kukreja, Philipp A. Witte, Felix J. Herrmann, Paulius Velesko, Gerard J. Gorman