Zobrazeno 1 - 10
of 296
pro vyhledávání: '"Schuppert, Andreas"'
Kolmogorov-Arnold Networks (KANs) offer an efficient and interpretable alternative to traditional multi-layer perceptron (MLP) architectures due to their finite network topology. However, according to the results of Kolmogorov and Vitushkin, the repr
Externí odkaz:
http://arxiv.org/abs/2405.11318
Autor:
Maassen, Oliver, Fritsch, Sebastian, Palm, Julia, Deffge, Saskia, Kunze, Julian, Marx, Gernot, Riedel, Morris, Schuppert, Andreas, Bickenbach, Johannes
Publikováno v:
Journal of Medical Internet Research, Vol 23, Iss 3, p e26646 (2021)
BackgroundThe increasing development of artificial intelligence (AI) systems in medicine driven by researchers and entrepreneurs goes along with enormous expectations for medical care advancement. AI might change the clinical practice of physicians f
Externí odkaz:
https://doaj.org/article/0f44b2f7709b43d486057ca076312174
Over the last few years, with the growth of time-series collecting and storing, there has been a great demand for tools and software for temporal data engineering and modeling. This paper presents a generic workflow for time series data research, inc
Externí odkaz:
http://arxiv.org/abs/2310.14427
Autor:
Krishnan, Jeyashree, Lian, Zeyu, Oomen, Pieter E., He, Xiulan, Majdi, Soodabeh, Schuppert, Andreas, Ewing, Andrew
Amperometry is a commonly used electrochemical method for studying the process of exocytosis in real-time. Given the high precision of recording that amperometry procedures offer, the volume of data generated can span over several hundreds of megabyt
Externí odkaz:
http://arxiv.org/abs/2302.02692
Autor:
Krishnan, Jeyashree, Lian, Zeyu, Oomen, Pieter E., He, Xiulan, Majdi, Soodabeh, Schuppert, Andreas, Ewing, Andrew
Elucidating exocytosis processes provide insights into cellular neurotransmission mechanisms, and may have potential in neurodegenerative diseases research. Amperometry is an established electrochemical method for the detection of neurotransmitters r
Externí odkaz:
http://arxiv.org/abs/2302.02650
Autor:
Priesemann, Viola, Bodenschatz, Eberhard, Ciesek, Sandra, Grill, Eva, Iftekhar, Emil N., Karagiannidis, Christian, Karch, André, Kretzschmar, Mirjam, Lange, Berit, Müller, Sebastian A., Nagel, Kai, Nassehi, Armin, Pletz, Mathias W., Prainsack, Barbara, Protzer, Ulrike, Sander, Leif Erik, Schuppert, Andreas, Schöbel, Anita, Überla, Klaus, Watzl, Carsten, Zeeb, Hajo
In this position paper, a large group of interdisciplinary experts outlines response strategies against the spread of SARS-CoV-2 in the winter of 2021/2022 in Germany. We review the current state of the COVID-19 pandemic, from incidence and vaccinati
Externí odkaz:
http://arxiv.org/abs/2111.08000
Autor:
Nunes, Marta C., Thommes, Edward, Fröhlich, Holger, Flahault, Antoine, Arino, Julien, Baguelin, Marc, Biggerstaff, Matthew, Bizel-Bizellot, Gaston, Borchering, Rebecca, Cacciapaglia, Giacomo, Cauchemez, Simon, Barbier--Chebbah, Alex, Claussen, Carsten, Choirat, Christine, Cojocaru, Monica, Commaille-Chapus, Catherine, Hon, Chitin, Kong, Jude, Lambert, Nicolas, Lauer, Katharina B., Lehr, Thorsten, Mahe, Cédric, Marechal, Vincent, Mebarki, Adel, Moghadas, Seyed, Niehus, Rene, Opatowski, Lulla, Parino, Francesco, Pruvost, Gery, Schuppert, Andreas, Thiébaut, Rodolphe, Thomas-Bachli, Andrea, Viboud, Cecile, Wu, Jianhong, Crépey, Pascal, Coudeville, Laurent
Publikováno v:
In Infectious Disease Modelling June 2024 9(2):501-518
Autor:
Fritsch, Sebastian Johannes, Riedel, Morris, Marx, Gernot, Bickenbach, Johannes, Schuppert, Andreas
Publikováno v:
In Journal of Critical Care August 2024 82
Autor:
Merger, Claudia, Reinartz, Timo, Wessel, Stefan, Honerkamp, Carsten, Schuppert, Andreas, Helias, Moritz
Publikováno v:
Phys. Rev. Research 3, 033272 (2021)
Networks with fat-tailed degree distributions are omnipresent across many scientific disciplines. Such systems are characterized by so-called hubs, specific nodes with high numbers of connections to other nodes. By this property, they are expected to
Externí odkaz:
http://arxiv.org/abs/2105.04437
Autor:
Krishnan, Jeyashree, Torabi, Reza, Di Napoli, Edoardo, Honerkamp, Carsten, Schuppert, Andreas
Networks that have power-law connectivity, commonly referred to as the scale-free networks, are an important class of complex networks. A heterogeneous mean-field approximation has been previously proposed for the Ising model of the Barab\'{a}si-Albe
Externí odkaz:
http://arxiv.org/abs/2005.05045