Zobrazeno 1 - 9
of 9
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
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:
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
The central question of systems biology is to understand how individual components of a biological system such as genes or proteins cooperate in emerging phenotypes resulting in the evolution of diseases. As living cells are open systems in quasi-ste
Externí odkaz:
http://arxiv.org/abs/1908.06872
Autor:
Ghalati, Pejman F., Samal, Satya S., Bhat, Jayesh S., Deisz, Robert, Marx, Gernot, Schuppert, Andreas
Publikováno v:
Scientific Reports, 9(1) (2019)
The progression of complex human diseases is associated with critical transitions across dynamical regimes. These transitions often spawn early-warning signals and provide insights into the underlying disease-driving mechanisms. In this paper, we pro
Externí odkaz:
http://arxiv.org/abs/1902.05764