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2020 Rice Oil & Gas HPC Conference
March 3, 2020, Houston, TX, USA
2020 Rice Oil & Gas HPC Conference
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2020 High Performance Computing Conference Parallel Session D #1
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Philipp Witte
Senior researcher at Microsoft Research for Industry
Mathias Louboutin
Postdoctoral Researcher at Georgia Institute of Technology
Charles Jones
Co-Founder, Head of Development at Osokey
Felix Herrmann
Professor at Georgia Institute of Technology

I'm a research scientist at Azure Global with experience in large-scale inverse problems, PDE-constrained optimization and cloud computing. Some of the projects I have been involved in and achievements during my PhD include: - Development of a framework for large-scale geophysical inversion in the Julia language - Devito: A domain-specific language for finite-differences - Development and implementation of a serverless framework for large-scale seismic imaging in the cloud - Collaborations with Google and Microsoft to apply my cloud framework to real-world seismic imaging problems - Development of JUDI4Flux: A deep learning interface for seismic modeling and inversion - Loop unrolling, invertible networks and uncertainty quantification for imaging problems - Strong publication record and writing skills

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I have recently graduated with a Ph.D from Georgia Institute of Technology. My doctoral work focused on domain-specific language for large scale finite-difference solvers with applications to seismic exploration. My research includes large scale PDE constrained optimization, finite-difference solver, non-linear and non-convex optimization with recent extensions to medical imaging, high-performance computing, and cloud-native high-performance computing (AWS, GCP, and Azure). The second field of my research is to apply recent machine learning techniques to seismic exploration for applications such as missing data interpolation (infilling), numerical dispersion removal and seismic data processing.

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Dr. Felix J. Herrmann is Georgia Research Alliance Eminent Scholar in Energy and a professor at the Georgia Institute of Technology with appointments in the Schools of Earth and Atmospheric Sciences, Computational Science and Engineering, and Electrical and Computer Engineering. Dr. Herrmann holds a M.Sc. and Ph.D. in Engineering Physics from the Delft University of Technology. He completed his postdoctoral studies at Stanford University and MIT before becoming a professor at the University of British Columbia's Department of Earth, Ocean, and Atmospheric Sciences. He joined the faculty of the Georgia Institute of Technology in October 2017.

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Philipp Witte
Mathias Louboutin
Charles Jones
Felix Herrmann