Frank Jenko

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Low Dimensional

Monte Carlo Sampling

Scientific Data

Multiscale Analysis

Top Venues

Comput. Phys. Commun.

J. Comput. Phys.

Publications

Annika Stier, Alberto Bottino, M. Boesl, Martin Campos Pinto, Thomas Hayward-Schneider, David Coster, A. Bergmann, M. Murugappan, Stephan Brunner, Laurent Villard, Frank Jenko
Verification of the Fourier-enhanced 3D finite element Poisson solver of the gyrokinetic full-f code PICLS. Comput. Phys. Commun. 299 (2024)
Constatin Gahr, Ionut-Gabriel Farcas, Frank Jenko
Learning physics-based reduced models from data for the Hasegawa-Wakatani equations. CoRR (2024)
Yehor Yudin, David Coster, Udo von Toussaint, Frank Jenko
Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations. ICCS (4) (2023)
Robin Greif, Frank Jenko, Nils Thuerey
Physics-Preserving AI-Accelerated Simulations of Plasma Turbulence. CoRR (2023)
Yehor Yudin, David Coster, Udo von Toussaint, Frank Jenko
Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations. CoRR (2023)
Ionut-Gabriel Farcas, Benjamin Peherstorfer, Tobias Neckel, Frank Jenko, Hans-Joachim Bungartz
Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification. CoRR (2022)
Maximilian Müller, Robin Greif, Frank Jenko, Nils Thuerey
Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations. CoRR (2022)
Julia Konrad, Ionut-Gabriel Farcas, Benjamin Peherstorfer, Alessandro Di Siena, Frank Jenko, Tobias Neckel, Hans-Joachim Bungartz
Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis. J. Comput. Phys. 451 (2022)
Ionut-Gabriel Farcas, Gabriele Merlo, Frank Jenko
A general framework for quantifying uncertainty at scale and its application to fusion research. CoRR (2022)
Dominik Michels, Andreas Stegmeir, Philipp Ulbl, Denis Jarema, Frank Jenko
gyrokinetic turbulence code based on the flux-coordinate independent approach. Comput. Phys. Commun. 264 (2021)
Ionut-Gabriel Farcas, Tobias Görler, Hans-Joachim Bungartz, Frank Jenko, Tobias Neckel
Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis. J. Comput. Phys. 410 (2020)
Maurice Maurer, A. Bañón Navarro, Tilman Dannert, Marco Restelli, Florian Hindenlang, Tobias Görler, Daniel Told, Denis Jarema, Gabriele Merlo, Frank Jenko
GENE-3D: A global gyrokinetic turbulence code for stellarators. J. Comput. Phys. 420 (2020)
Paul Crandall, Denis Jarema, Hauke Doerk, Q. Pan, Gabriele Merlo, Tobias Görler, A. Bañón Navarro, Daniel Told, Maurice Maurer, Frank Jenko
Multi-species collisions for delta-f gyrokinetic simulations: Implementation and verification with GENE. Comput. Phys. Commun. 255 (2020)
Wei Zhu, Bao Wang, Richard C. Barnard, Cory D. Hauck, Frank Jenko, Stanley J. Osher
Scientific data interpolation with low dimensional manifold model. J. Comput. Phys. 352 (2018)
Ionut-Gabriel Farcas, Tobias Görler, Hans-Joachim Bungartz, Frank Jenko, Tobias Neckel
Sensitivity-driven adaptive sparse stochastic approximations in plasma microinstability analysis. CoRR (2018)
Jong Youl Choi, Choong-Seock Chang, Julien Dominski, Scott Klasky, Gabriele Merlo, Eric Suchyta, Mark Ainsworth, Bryce Allen, Franck Cappello, Michael Churchill, Philip E. Davis, Sheng Di, Greg Eisenhauer, Stéphane Ethier, Ian T. Foster, Berk Geveci, Hanqi Guo, Kevin A. Huck, Frank Jenko, Mark Kim, James Kress, Seung-Hoe Ku, Qing Liu, Jeremy Logan, Allen D. Malony, Kshitij Mehta, Kenneth Moreland, Todd S. Munson, Manish Parashar, Tom Peterka, Norbert Podhorszki, Dave Pugmire, Ozan Tugluk, Ruonan Wang, Ben Whitney, Matthew Wolf, Chad Wood
Coupling Exascale Multiphysics Applications: Methods and Lessons Learned. eScience (2018)
Denis Jarema, Hans-Joachim Bungartz, Tobias Görler, Frank Jenko, Tobias Neckel, Daniel Told
Block-structured grids in full velocity space for Eulerian gyrokinetic simulations. Comput. Phys. Commun. 215 (2017)
Denis Jarema, Hans-Joachim Bungartz, Tobias Görler, Frank Jenko, Tobias Neckel, Daniel Told
Block-structured grids for Eulerian gyrokinetic simulations. Comput. Phys. Commun. 198 (2016)
Hauke Doerk, Frank Jenko
Towards optimal explicit time-stepping schemes for the gyrokinetic equations. Comput. Phys. Commun. 185 (7) (2014)
Dirk Pflüger, Hans-Joachim Bungartz, Michael Griebel, Frank Jenko, Tilman Dannert, Mario Heene, Christoph Kowitz, Alfredo Parra-Hinojosa, Peter Zaspel
EXAHD: An Exa-scalable Two-Level Sparse Grid Approach for Higher-Dimensional Problems in Plasma Physics and Beyond. Euro-Par Workshops (2) (2014)
F. Merz, Christoph Kowitz, Eloy Romero, José E. Román, Frank Jenko
Multi-dimensional gyrokinetic parameter studies based on eigenvalue computations. Comput. Phys. Commun. 183 (4) (2012)
Tobias Görler, Xavier Lapillonne, Stephan Brunner, Tilman Dannert, Frank Jenko, Florian Merz, Daniel Told
The global version of the gyrokinetic turbulence code GENE. J. Comput. Phys. 230 (18) (2011)
Moritz J. Pueschel, Tilman Dannert, Frank Jenko
On the role of numerical dissipation in gyrokinetic Vlasov simulations of plasma microturbulence. Comput. Phys. Commun. 181 (8) (2010)
José E. Román, Matthias Kammerer, Florian Merz, Frank Jenko
Fast eigenvalue calculations in a massively parallel plasma turbulence code. Parallel Comput. 36 (5-6) (2010)
Klaus Reuter, Frank Jenko, Cary B. Forest, R. Adam Bayliss
A parallel implementation of an MHD code for the simulation of mechanically driven, turbulent dynamos in spherical geometry. Comput. Phys. Commun. 179 (4) (2008)
Hermann Lederer, Roman Hatzky, Reinhard Tisma, Alberto Bottino, Frank Jenko
Hyperscaling of plasma turbulence simulations in DEISA. CLADE@HPDC (2007)
Hermann Lederer, Reinhard Tisma, Roman Hatzky, Alberto Bottino, Frank Jenko
Application Enabling in DEISA: Petascaling of Plasma Turbulence Codes. PARCO (2007)
Tilman Dannert, Frank Jenko
Vlasov simulation of kinetic shear Alfvén waves. Comput. Phys. Commun. 163 (2) (2004)