Devito: an embedded domain-specific language for finite differences and geophysical exploration. - Mathias Louboutin; Michael Lange 001; Fabio Luporini; Navjot Kukreja; Philipp A. Witte; Felix J. Herrmann; Paulius Velesko; Gerard J. Gorman (CoRR, 2018)

Serverless seismic imaging in the cloud. - Philipp A. Witte; Mathias Louboutin; Charles Jones; Felix J. Herrmann (CoRR, 2019)

Extended source imaging, a unifying framework for seismic & medical imaging. - Ziyi Yin 002; Rafael Orozco; Philipp A. Witte; Mathias Louboutin; Gabrio Rizzuti; Felix J. Herrmann (CoRR, 2020)

Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization. - Gabrio Rizzuti; Ali Siahkoohi; Philipp A. Witte; Felix J. Herrmann (CoRR, 2020)

Scaling through abstractions - high-performance vectorial wave simulations for seismic inversion with Devito. - Mathias Louboutin; Fabio Luporini; Philipp A. Witte; Rhodri Nelson; George Bisbas; Jan Thorbecke; Felix J. Herrmann; Gerard Gorman (CoRR, 2020)

Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows. - Ali Siahkoohi; Gabrio Rizzuti; Philipp A. Witte; Felix J. Herrmann (CoRR, 2020)

Architecture and Performance of Devito, a System for Automated Stencil Computation. - Fabio Luporini; Mathias Louboutin; Michael Lange 001; Navjot Kukreja; Philipp A. Witte; Jan Hückelheim; Charles Yount; Paul H. J. Kelly; Felix J. Herrmann; Gerard J. Gorman (ACM Trans. Math. Softw., 2020)

An Event-Driven Approach to Serverless Seismic Imaging in the Cloud. - Philipp A. Witte; Mathias Louboutin; Henryk Modzelewski; Charles Jones; James Selvage; Felix J. Herrmann (IEEE Trans. Parallel Distributed Syst., 2020)

Life is a scene and we are the actors: Assessing the usefulness of planning support theatres for smart city planning. - E. P. Punt; Stan C. M. Geertman; A. E. Afrooz; Philipp A. Witte; Christopher James Pettit 001 (Comput. Environ. Urban Syst., 2020)

Software and Algorithms for Large-Scale Seismic Inverse Problems. - Philipp A. Witte (2020)

Preconditioned training of normalizing flows for variational inference in inverse problems. - Ali Siahkoohi; Gabrio Rizzuti; Mathias Louboutin; Philipp A. Witte; Felix J. Herrmann (CoRR, 2021)

Accelerating innovation with software abstractions for scalable computational geophysics. - Mathias Louboutin; Philipp A. Witte; Ali Siahkoohi; Gabrio Rizzuti; Ziyi Yin 002; Rafael Orozco; Felix J. Herrmann (CoRR, 2022)

Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators. - Thomas J. Grady II; Rishi Khan; Mathias Louboutin; Ziyi Yin 002; Philipp A. Witte; Ranveer Chandra; Russell J. Hewett; Felix J. Herrmann (CoRR, 2022)

SciAI4Industry - Solving PDEs for industry-scale problems with deep learning. - Philipp A. Witte; Russell J. Hewett; Kumar Saurabh; Amir Hossein Sojoodi; Ranveer Chandra (CoRR, 2022)

Learned multiphysics inversion with differentiable programming and machine learning. - Mathias Louboutin; Ziyi Yin 002; Rafael Orozco; Thomas J. Grady II; Ali Siahkoohi; Gabrio Rizzuti; Philipp A. Witte; Olav Møyner; Gerard J. Gorman; Felix J. Herrmann (CoRR, 2023)

Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs. - Thomas J. Grady II; Rishi Khan; Mathias Louboutin; Ziyi Yin 002; Philipp A. Witte; Ranveer Chandra; Russell J. Hewett; Felix J. Herrmann (Comput. Geosci., 2023)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)

InvertibleNetworks.jl: A Julia package for scalable normalizing flows. - Rafael Orozco; Philipp A. Witte; Mathias Louboutin; Ali Siahkoohi; Gabrio Rizzuti; Bas Peters; Felix J. Herrmann (J. Open Source Softw., 2024)

Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training. - Hiroki Naganuma; Xinzhi Zhang 002; Man-Chung Yue; Ioannis Mitliagkas; Philipp A. Witte; Russell J. Hewett; Yin Tat Lee (CoRR, 2025)