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Pkrah webpage #21
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| --- | ||
| authors: [ philipp-krah ] | ||
| name: Philipp Krah | ||
| email: philipp.krah@cea.fr | ||
| title: Dr. Philipp Krah | ||
| role: AI research engineer | ||
| orcid: 0000-0001-8982-4230 | ||
| user_groups: [ "Permanent Staff" ] | ||
| organizations: | ||
| - name: CEA | ||
| url: https://www.cea.fr/ | ||
| - name: IRFM | ||
| url: https://irfm.cea.fr/ | ||
| social: | ||
| - icon: envelope | ||
| icon_pack: fas | ||
| link: mailto:philipp.krah@cea.fr | ||
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| Philipp Krah is a computational physicist with expertise in surrogate modeling, artificial intelligence (AI), and high-performance computing (HPC). He earned a Ph.D. in Applied Mathematics from TU Berlin, where he developed data-driven reduced-order models using AI and nonlinear reduction methods. | ||
| His research focuses on incorporating physical information into data-driven approaches to improve their realibility and performance. He has published in leading mathematical and physical journals and has contributed to several open-source HPC projects, including WABBIT (Fortran, OpenMPI), CMM-turbulence (C++, CUDA), and GyselaX++ (C++, Kokkos). Currently, he is working on non-axisymmetric gyrokinetic plasma simulations for stellarators and integrating AI-based diagnostics and reduced-order models into GyselaX++ as part of the NumPEx Exa-DoST program. | ||
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