Publications of Andreas Marek
All genres
Journal Article (8)
1.
Journal Article
14 (1), 7410 (2023)
Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography. Nature Communications 2.
Journal Article
234, 115542 (2023)
Direct recognition of crystal structures via three-dimensional convolutional neural networks with high accuracy and tolerance to random displacements and missing atoms. Scripta Materialia 3.
Journal Article
7 (2021), 8 (2021)
Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys. npj Computational Materials 4.
Journal Article
85, pp. 167 - 177 (2019)
Optimizations of the eigensolvers in the ELPA library. Parallel Computing 5.
Journal Article
852 (1), 28 (2018)
Rotation-supported neutrino-driven supernova explosions in three dimensions and the critical luminosity condition. The Astrophysical Journal 6.
Journal Article
825 (1), 6, pp. 1 - 24 (2016)
Progenitor-dependent explosion dynamics in self-consistent, axisymmetric simulations of neutrino-driven core-collapse supernovae. The Astrophysical Journal 7.
Journal Article
808 (2), L42, pp. 1 - 8 (2015)
Neutrino-driven explosion of a 20 solar-mass star in three dimensions enabled by strange-quark contributions to neutrino-nucleon scattering. The Astrophysical Journal Letters 8.
Journal Article
801 (2), L24 (2015)
Neutrino-driven supernova of a low-mass iron-core progenitor boosted by three-dimensional turbulent convection. The Astrophysical Journal Letters Conference Paper (3)
9.
Conference Paper
Beyond the Fourth Paradigm — the Rise of AI. In: 2023 IEEE 19th International Conference on e-Science (e-Science). 2023 IEEE 19th International Conference on e-Science (e-Science), Limassol, Cyprus, October 09, 2023 - October 13, 2023. IEEE, New York City, US (2023)
10.
Conference Paper
Exploring the explosion mechanism of core-collapse supernovae in three dimensions. In: The Lives and Death-Throes of Massive Stars (IAU Symposium 329), p. 424 (Eds. Eldridge, J. J.; Bray, J. C.; McClelland, L. A. S.; Xiao, L.). 329th Symposium of the International Astronomical Union, Auckland, New Zealand, November 28, 2016 - December 02, 2016. Cambridge University Press, Cambridge, UK (2017)
11.
Conference Paper
Exploring the physics of core-collapse supernovae with multidimensional simulations: from axisymmetry to three dimensions. In: The Lives and Death-Throes of Massive Stars (IAU Symposium 329), p. 449 (Eds. Eldridge, J. J.; Bray, J. C.; McClelland, L. A. S.; Xiao, L.). 329th Symposium of the International Astronomical Union, Auckland, New Zealand, November 28, 2016 - December 02, 2016. Cambridge University Press, Cambridge, UK (2017)
Talk (3)
12.
Talk
High-performance Data Analytics - Basic concepts of distributed deep learning. Big Data Summer: A summer school of the BiGmax Network, Platja d’Aro, Spain (2019)
13.
Talk
High-performance Data Analytics at the MPCDF. DV-Treffen der Max-Planck-Institute, Göttingen, Germany (2019)
14.
Talk
GPU optimization of large-scale eigenvalue solver. ENUMATH 2017 , Voss, Norway (submitted)