Publications of Andreas Marek

Yu, J.; Wang, Z.; Saksena, A.; Wei, S.; Wei, Y.; Colnaghi, T.; Marek, A.; Rampp, M.; Song, M.; Gault, B. et al.; Li, Y.: 3D deep learning for enhanced atom probe tomography analysis of nanoscale microstructures. Acta Materialia 278, 120280 (2024)

Bauer, S.; Benner, P.; Bereau, T.; Blum, V.; Boley, M.; Carbogno, C.; Catlow, C. R. A.; Dehm, G.; Eibl, S.; Ernstorfer, R. et al.; Fekete, Á.; Foppa, L.; Fratzl, P.; Freysoldt, C.; Gault, B.; Ghiringhelli, L. M.; Giri, S. K.; Gladyshev, A.; Goyal, P.; Hattrick-Simpers, J.; Kabalan, L.; Karpov, P.; Khorrami, M. S.; Koch, C. T.; Kokott, S.; Kosch, T.; Kowalec, I.; Kremer, K.; Leitherer, A.; Li, Y.; Liebscher, C. H.; Logsdail, A. J.; Lu, Z.; Luong, F.; Marek, A.; Merz, F.; Mianroodi, J. R.; Neugebauer, J.; Pei, Z.; Purcell, T. A. R.; Raabe, D.; Rampp, M.; Rossi, M.; Rost, J.-M.; Saal, J.; Saalmann, U.; Sasidhar, K. N.; Saxena, A.; Sbailò, L.; Scheidgen, M.; Schloz, M.; Schmidt, D. F.; Teshuva, S.; Trunschke, A.; Wei, Y.; Weikum, G.; Xian, R. P.; Yao, Y.; Yin, J.; Zhao, M.; Scheffler, M.: Roadmap on data-centric materials science. Modelling and Simulation in Materials Science and Engineering 32 (6), 063301 (2024)

Wlazlowski, G.; Forbes, M. M.; Sarkar, S. R.; Marek, A.; Szpindler, M.: Fermionic quantum turbulence: Pushing the limits of high-performance computing. PNAS Nexus 3 (5), pgae160 (2024)

Li, Y.; Wei, Y.; Wang, Z.; Liu, X.; Colnaghi, T.; Han, L.; Rao, Z.; Zhou, X.; Huber, L.; Dsouza, R. et al.; Gong, Y.; Neugebauer, J.; Marek, A.; Rampp, M.; Bauer, S.; Li, H.; Baker, I.; Gault, L. T. S. .: Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography. Nature Communications 14 (1), 7410 (2023)

Rao, Z.; Li, Y.; Zhang, H.; Colnaghi, T.; Marek, A.; Rampp, M.; Gault, B.: Direct recognition of crystal structures via three-dimensional convolutional neural networks with high accuracy and tolerance to random displacements and missing atoms. Scripta Materialia 234, 115542 (2023)

Li, Y.; Zhou, X.; Colnaghi, T.; Wei, Y.; Marek, A.; Li, H.; Bauer, S.; Rampp, M.; Stephenson, L. T.: Convolutional neural network-assisted recognition of nanoscale L1₂ ordered structures in face-centred cubic alloys. npj Computational Materials 7 (2021), 8 (2021)

Kus, P.; Marek, A.; Koecher, S. S.; Kowalski, H.-H.; Carbogno, C.; Scheurer, C.; Reuter, K.; Scheffler, M.; Lederer, H.: Optimizations of the eigensolvers in the ELPA library. Parallel Computing 85, pp. 167 - 177 (2019)

Summa, A.; Janka, H.-T.; Melson, T.; Marek, A.: Rotation-supported neutrino-driven supernova explosions in three dimensions and the critical luminosity condition. The Astrophysical Journal 852 (1), 28 (2018)

Summa, A.; Hanke, F.; Janka, H.-T.; Melson, T.; Marek, A.; Müller, B.: Progenitor-dependent explosion dynamics in self-consistent, axisymmetric simulations of neutrino-driven core-collapse supernovae. The Astrophysical Journal 825 (1), 6, pp. 1 - 24 (2016)

Melson, T.; Janka, H.-T.; Bollig, R.; Hanke, F.; Marek, A.; Müller, B.: 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 808 (2), L42, pp. 1 - 8 (2015)

Melson, T.; Janka, H.-T.; Marek, A.: Neutrino-driven supernova of a low-mass iron-core progenitor boosted by three-dimensional turbulent convection. The Astrophysical Journal Letters 801 (2), L24 (2015)

Marek, A.; Rampp, M.; Reuter, K.; Laure, E.: 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)

Melson, T.; Janka, H.-T.; Summa, A.; Bollig, R.; Marek, A.; Müller, B.: 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)

Summa, A.; Janka, H.-T.; Hanke, F.; Melson, T.; Marek, A.; Müller, B.: 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)

Rampp, M.; Marek, A.: 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)

Rampp, M.; Marek, A.: High-performance Data Analytics at the MPCDF. DV-Treffen der Max-Planck-Institute, Göttingen, Germany (2019)

Kůs, P.; Lederer, H.; Marek, A.: GPU optimization of large-scale eigenvalue solver. ENUMATH 2017 , Voss, Norway (submitted)