Scientific Publications

Publications of M. Bergmann

Journal Article (9)

1.
Journal Article
Dominguez-Palacios, J.; Futatani, S.; Garcia-Munoz, M.; Jansen van Vuuren, A.; Viezzer, E.; Gonzalez-Martin, J.; Toscano-Jimenez, M.; Oyola, P.; Todo, Y.; Suzuki, Y. et al.: Effect of energetic ions on edge-localized modes in tokamak plasmas. Nature Physics 21, pp. 43 - 51 (2025)
2.
Journal Article
Höfler, K.; Görler, T.; Happel, T.; Lechte, C.; Molina, P.; Bergmann, M.; Bielajew, R.; Conway, G. D.; David, P.; Denk, S. S. et al.: Milestone in predicting core plasma turbulence: successful multi-channel validation of the gyrokinetic code GENE. Nature Communications 16, 2558 (2025)
3.
Journal Article
Bergmann, M.; Fischer, R.; Angioni, C.; Höfler, K.; Molina Cabrera, P.; Görler, T.; Luda, T.; Bilato, R.; Tardini, G.; Jenko, F. et al.: Plasma profile reconstruction supported by kinetic modeling. Nuclear Fusion 64, 056024 (2024)
4.
Journal Article
Di Siena, A.; Bilato, R.; Banon Navarro, A.; Bergmann, M.; Leppin, L.; Görler, T.; Poli, E.; Weiland, M.; Tardini, G.; Jenko, F. et al.: Impact of supra-thermal particles on plasma performance at ASDEX Upgrade with GENE-Tango simulations. Nuclear Fusion 64, 066020 (2024)
5.
Journal Article
Ravi, K.; Fediukov, V.; Dietrich, F.; Neckel, T.; Buse, F.; Bergmann, M.; Bungartz, H.-J.: Multi-fidelity Gaussian process surrogate modeling for regression problems in physics. Machine Learning: Science and Technology 5, 045015 (2024)
6.
Journal Article
Zohm, H.; Alessi, E.; Angioni, C.; Arden, N.; Artigues, V.; Astrain, M.; Asunta, O.; Balden, M.; Bandaru, V.; Banon Navarro, A. et al.: Overview of ASDEX upgrade results in view of ITER and DEMO. Nuclear Fusion 64, 112001 (2024)
7.
Journal Article
Molina Cabrera, P. A.; Rodriguez-Fernandez, P.; Görler, T.; Bergmann, M.; Höfler, K.; Denk, S. S.; Bielajew, R.; Conway, G. D.; Yoo, C.; White, A. E. et al.: Isotope effects on energy transport in the core of ASDEX-Upgrade tokamak plasmas: Turbulence measurements and model validation. Physics of Plasmas 30, 082304 (2023)
8.
Journal Article
Di Siena, A.; Banon Navarro, A.; Luda, T.; Merlo, G.; Bergmann, M.; Leppin, L.; Görler, T.; Parker, J. B.; LoDestro, L.; Dannert, T. et al.: Global gyrokinetic simulations of ASDEX Upgrade up to the transport timescale with GENE–Tango. Nuclear Fusion 62, 106025 (2022)
9.
Journal Article
Stroth, U.; Aguiam, D.; Alessi, E.; Angioni, C.; Arden, N.; Arredondo Parra, R.; Artigues, V.; Asunta, O.; Balden, M.; Bandaru, V. et al.: Progress from ASDEX Upgrade experiments in preparing the physics basis of ITER operation and DEMO scenario development. Nuclear Fusion 62, 042006 (2022)

Conference Paper (1)

10.
Conference Paper
Molina Cabrera, P. A.; Rodriguez-Fernandez, P.; Görler, T.; Bergmann, M.; Bielajew, R.; Conway, G. D.; Höfler, K.; Yoo, C.; White, A. E.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Changes in core electron temperature fluctuations and transport with isotopic mass in L-mode plasmas at ASDEX-Upgrade. In: 47th EPS Conference on Plasma Physics, P5.1075 (Eds. Giruzzi, G.; Arnas, C.; Borba, D.; Gopla, A.; Lebedev, S. et al.). 47th EPS Conference on Plasma Physics, Virtual, June 21, 2021 - June 25, 2021. European Physical Society, Geneva (2021)

Meeting Abstract (1)

11.
Meeting Abstract
Bergmann, M.; Jenko, F.; Fischer, R.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Integrated Data Analysis 2.0. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, (VI) 55 (1), P 5.10. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, March 08, 2020 - March 13, 2020. DPG, Bad Honnef (submitted)

Talk (8)

12.
Talk
Bergmann, M.; Angioni, C.; Jenko, F.; Tardini, G.; Ravi, K.; Höfler, K.; Molina Cabrera, P.; Fischer, R.; Bilato, R.; Görler, T. et al.: Integrated Data Analysis augmented by kinetic modeling. 5th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Ghent (submitted)
13.
Talk
Di Siena, A.; Bilato, R.; Bergmann, M.; Banon Navarro, A.; Merlo, G.; Görler, T.; Poli, E.; Weiland, M.; Tardini, G.; Bobkov, V. et al.: Impact of supra-thermal particles on plasma performances at ASDEX Upgrade with GENE-Tango simulations. 27th Joint EU-US Transport Task Force Meeting (TTF 2023), Nancy (submitted)
14.
Talk
Höfler, K.; Görler, T.; Happel, T.; Lechte, C.; Molina Cabrera, P.; Bergmann, M.; Bielajew, R.; Conway, G. D.; David, P.; Fischer, R. et al.: Scale resolved multi-field gyrokinetic code validation. 65th Annual Meeting of the APS Division of Plasma Physics, Denver, CO (submitted)
15.
Talk
Bergmann, M.; Ravi, K.; Fischer, R.; Angioni, C.; Höfler, K.; Molina Cabrera, P.; Görler, T.; Bilato, R.; Jenko, F.: Introduction and Uncertainty Quantification of Kinetic Models in the Integrated Data Analysis Framework. 86. Jahrestagung der DPG und DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Dresden (submitted)
16.
Talk
Höfler, K.; Görler, T.; Happel, T.; Hennequin, M.; Molina Cabrera, P. A.; Bergmann, M.; Bielajew, R.; Conway, G. D.; David, P.; Fischer, R. et al.: Comprehensive experimental turbulence measurements for scale-resolved multichannel gyrokinetic code validation. 2022 US-EU Joint Transport Taskforce Workshop (TTF 2022), Santa Rosa, CA (submitted)
17.
Talk
Höfler, K.; Görler, T.; Happel, T.; Hennequin, P.; Molina Cabrera, P. A.; Bergmann, M. G.; Bielajew, R.; Conway, G. D.; David, P.; Fischer, R. et al.: Comprehensive experimental turbulence measurements for scale-resolved multichannel gyrokinetic code validation. 63rd Annual Meeting of the APS Division of Plasma Physics, Pittsburgh, PA (submitted)
18.
Talk
Höfler, K.; Görler, T.; Happel, T.; Hennequin, P.; Molina Cabrera, P.; Bergmann, M.; Bielajew, R.; Lechte, C.; White, A.; Stroth, U. et al.: Experimental validation of gyrokinetic simulation with scale-resolved multi-field turbulence measurements. DPG-Frühjahrstagung der Fachverbände Physik der Hadronen und Kerne, Plasmaphysik und des Arbeitskreises Beschleunigerphysik , Mainz, Virtual (submitted)
19.
Talk
Molina Cabrera, P. A.; Rodriguez-Fernandez, P.; Görler, T.; Bergmann, M.; Bielajew, R.; Conway, G.; Hoefler, K.; White, A. E.; Yoo, C.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Changes in core electron temperature fluctuations and transport with isotopic mass in L-mode plasmas at ASDEX-Upgrade. 25th Joint EU-US Transport Task Force Meeting, Virtual (submitted)

Poster (6)

20.
Poster
Bergmann, M.; Fischer, R.; Angioni, C.; Höfler, K.; Molina Cabrera, P.; Stieglitz, D.; Görler, T.; Luda, T.; Bilato, R.; Tardini, G. et al.: Kinetic modeling prior applied to the Integrated Data Analysis Framework. 50th EPS Conference on Plasma Physics, Salamanca (submitted)