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of 2 737
pro vyhledávání: '"Markgraf A"'
The growing complexity of power system management has led to an increased interest in reinforcement learning (RL). However, vanilla RL controllers cannot themselves ensure satisfaction of system constraints. Therefore, combining them with formally co
Externí odkaz:
http://arxiv.org/abs/2406.03231
Autor:
Ivanov, Ivo, Markgraf, Carsten
Lane detection is a fundamental task in autonomous driving. While the problem is typically formulated as the detection of continuous boundaries, we study the problem of detecting lane boundaries that are sparsely marked by 2D points with many false p
Externí odkaz:
http://arxiv.org/abs/2405.16369
Sequence theories are an extension of theories of strings with an infinite alphabet of letters, together with a corresponding alphabet theory (e.g. linear integer arithmetic). Sequences are natural abstractions of extendable arrays, which permit a we
Externí odkaz:
http://arxiv.org/abs/2308.00175
Publikováno v:
21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022, pp. 597-602
Future power systems will rely heavily on micro grids with a high share of decentralised renewable energy sources and energy storage systems. The high complexity and uncertainty in this context might make conventional power dispatch strategies infeas
Externí odkaz:
http://arxiv.org/abs/2205.06212
Autor:
Peter Schlattmann, Thomas Lehmann, Tim Rahmel, Johannes Roth, Peter Kranke, Frank M Brunkhorst, Andreas Greinacher, Patrick Meybohm, Philipp Helmer, Stefan Hagel, Florian Rißner, Michael Bauer, Matthias Gründling, Sven-Olaf Kuhn, Christian Fuchs, Luis Ferreira Moita, Frank Bloos, Matthias Michael, Ulrike Schumacher, Matthias Unterberg, Daniel Thomas-Rüddel, Christiane Helbig, Johannes Ehler, Heiko Schenk, Thomas Köcher, Markus Gräler, Ann-Julika Heger, Sebastian Weis, Karen Dlubatz, Jakob Hammersen, Katja Leonhardt, René Markgraf, Franziska Röstel, Nicole Schwarze, Mariann Städtler, Wolfgang Vivas-Varela, Andre Hagedorn, Andrea Wittkowski, Florian Rumpf, Tobias Haas, Sebastian Hottenrott, Eva Kranke, Marianne Neuf, Anke Reppchen, Daniel Röder, Julius Schmidt
Publikováno v:
BMJ Open, Vol 14, Iss 4 (2024)
Introduction Sepsis remains the major cause of death among hospitalised patients in intensive care. While targeting sepsis-causing pathogens with source control or antimicrobials has had a dramatic impact on morbidity and mortality of sepsis patients
Externí odkaz:
https://doaj.org/article/61a05aa5bd5545d9812046f23ab53e28
We study the problem of learning a finite union of integer (axis-aligned) hypercubes over the d-dimensional integer lattice, i.e., whose edges are parallel to the coordinate axes. This is a natural generalization of the classic problem in the computa
Externí odkaz:
http://arxiv.org/abs/2105.13071
Autor:
Inge Kroidl, Simon Winter, Raquel Rubio-Acero, Abhishek Bakuli, Christof Geldmacher, Tabea M. Eser, Flora Déak, Sacha Horn, Anna Zielke, Mohamed I. M. Ahmed, Paulina Diepers, Jessica Guggenbühl, Jonathan Frese, Jan Bruger, Kerstin Puchinger, Jakob Reich, Philine Falk, Alisa Markgraf, Heike Fensterseifer, Ivana Paunovic, Angelika Thomschke, Michael Pritsch, Friedrich Riess, Elmar Saathoff, Michael Hoelscher, Laura Olbrich, Noemi Castelletti, Andreas Wieser, KoCo19/ORCHESTRA Study Group
Publikováno v:
Virology Journal, Vol 20, Iss 1, Pp 1-12 (2023)
Abstract Background Measuring specific anti-SARS-CoV-2 antibodies has become one of the main epidemiological tools to survey the ongoing SARS-CoV-2 pandemic, but also vaccination response. The WHO made available a set of well-characterized samples de
Externí odkaz:
https://doaj.org/article/de52da37c38f49f8bce7f21e0eef5e1b
Autor:
Sandra Grimminger, Maria Heckel, Moritz Markgraf, Sarah Peuten, Moritz Wöhl, Henner Gimpel, Carsten Klein, Christoph Ostgathe, Tobias Steigleder, Werner Schneider
Publikováno v:
BMC Palliative Care, Vol 22, Iss 1, Pp 1-10 (2023)
Abstract Background In Palliative Care, actors from different professional backgrounds work together and exchange case-specific and expert knowledge and information. Since Palliative Care is traditionally distant from digitalization due to its holist
Externí odkaz:
https://doaj.org/article/a862608703814ec0869a7700288fe872
Parameterized synthesis offers a solution to the problem of constructing correct and verified controllers for parameterized systems. Such systems occur naturally in practice (e.g., in the form of distributed protocols where the amount of processes is
Externí odkaz:
http://arxiv.org/abs/2009.13459
Autor:
Tabea M. Eser, Olga Baranov, Manuel Huth, Mohammed I. M. Ahmed, Flora Deák, Kathrin Held, Luming Lin, Kami Pekayvaz, Alexander Leunig, Leo Nicolai, Georgios Pollakis, Marcus Buggert, David A. Price, Raquel Rubio-Acero, Jakob Reich, Philine Falk, Alissa Markgraf, Kerstin Puchinger, Noemi Castelletti, Laura Olbrich, Kanika Vanshylla, Florian Klein, Andreas Wieser, Jan Hasenauer, Inge Kroidl, Michael Hoelscher, Christof Geldmacher
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-13 (2023)
Abstract Despite intensive research since the emergence of SARS-CoV-2, it has remained unclear precisely which components of the early immune response protect against the development of severe COVID-19. Here, we perform a comprehensive immunogenetic
Externí odkaz:
https://doaj.org/article/4dc5d871135c41fe9339d69cb0120fce