20 citations · 49 across the 7 of their papers we have counts for
3 papers · 1 filter
SciAI4Industry -- Solving PDEs for industry-scale problems with deep learning
Philipp A. Witte, Russell J. Hewett, Kumar Saurabh +2
Solving partial differential equations with deep learning makes it possible to reduce simulation times by multiple orders of magnitude and unlock scientific methods that typically…
Serverless seismic imaging in the cloud
Philipp A. Witte, Mathias Louboutin, Charles Jones +1
This abstract presents a serverless approach to seismic imaging in the cloud based on high-throughput containerized batch processing, event-driven computations and a domain-specifi…
An Event-Driven Approach to Serverless Seismic Imaging in the Cloud
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski +3
Adapting the cloud for high-performance computing (HPC) is a challenging task, as software for HPC applications hinges on fast network connections and is sensitive to hardware fail…