Zobrazeno 1 - 10
of 2 326
pro vyhledávání: '"Männel A"'
Autor:
Zheng, Liangwei Nathan, Dong, Chang George, Zhang, Wei Emma, Yue, Lin, Xu, Miao, Maennel, Olaf, Chen, Weitong
Large Language Models have demonstrated impressive performance in many pivotal web applications such as sensor data analysis. However, since LLMs are not designed for time series tasks, simpler models like linear regressions can often achieve compara
Externí odkaz:
http://arxiv.org/abs/2410.12326
Autor:
Zheng, Liangwei Nathan, Li, Zhengyang, Dong, Chang George, Zhang, Wei Emma, Yue, Lin, Xu, Miao, Maennel, Olaf, Chen, Weitong
Irregular Time Series Data (IRTS) has shown increasing prevalence in real-world applications. We observed that IRTS can be divided into two specialized types: Natural Irregular Time Series (NIRTS) and Accidental Irregular Time Series (AIRTS). Various
Externí odkaz:
http://arxiv.org/abs/2410.12257
When modeling physical properties of molecules with machine learning, it is desirable to incorporate $SO(3)$-covariance. While such models based on low body order features are not complete, we formulate and prove general completeness properties for h
Externí odkaz:
http://arxiv.org/abs/2409.02730
Autor:
Nooralahzadeh, Farhad, Zhang, Yi, Smith, Ellery, Maennel, Sabine, Matthey-Doret, Cyril, de Fondville, Raphaël, Stockinger, Kurt
The potential for improvements brought by Large Language Models (LLMs) in Text-to-SQL systems is mostly assessed on monolingual English datasets. However, LLMs' performance for other languages remains vastly unexplored. In this work, we release the S
Externí odkaz:
http://arxiv.org/abs/2406.03170
Autor:
Hamad, Mohammad, Finkenzeller, Andreas, Kühr, Michael, Roberts, Andrew, Maennel, Olaf, Prevelakis, Vassilis, Steinhorst, Sebastian
Autonomous and connected vehicles are rapidly evolving, integrating numerous technologies and software. This progress, however, has made them appealing targets for cybersecurity attacks. As the risk of cyber threats escalates with this advancement, t
Externí odkaz:
http://arxiv.org/abs/2401.04792
Publikováno v:
Current Directions in Biomedical Engineering, Vol 10, Iss 1, Pp 1-4 (2024)
The level of digitalization and automation, including robotic systems, is increasing in modern operating theaters. However, the integration of such systems within an already complex and limited environment creates challenges, such as collaboration wi
Externí odkaz:
https://doaj.org/article/e4efa49c54864ebb86b10edb1bea4acc
Autor:
Delva, Pacôme, Altamimi, Zuheir, Blazquez, Alejandro, Blossfeld, Mathis, Böhm, Johannes, Bonnefond, Pascal, Boy, Jean-Paul, Bruinsma, Sean, Bury, Grzegorz, Chatzinikos, Miltiadis, Couhert, Alexandre, Courde, Clément, Dach, Rolf, Dehant, Véronique, Dell'Agnello, Simone, Elgered, Gunnar, Enderle, Werner, Exertier, Pierre, Glaser, Susanne, Haas, Rüdiger, Huang, Wen, Hugentobler, Urs, Jäggi, Adrian, Karatekin, Ozgur, Lemoine, Frank G., Poncin-Lafitte, Christophe Le, Lunz, Susanne, Männel, Benjamin, Mercier, Flavien, Métivier, Laurent, Meyssignac, Benoît, Müller, Jürgen, Nothnagel, Axel, Perosanz, Felix, Rietbroek, Roelof, Rothacher, Markus, Sert, Hakan, Sosnica, Krzysztof, Testani, Paride, Ventura-Traveset, Javier, Wautelet, Gilles, Zajdel, Radoslaw
Improving and homogenizing time and space reference systems on Earth and, more directly, realizing the Terrestrial Reference Frame (TRF) with an accuracy of 1mm and a long-term stability of 0.1mm/year are relevant for many scientific and societal end
Externí odkaz:
http://arxiv.org/abs/2209.15298
This paper proposes a Robust Safe Control Architecture (RSCA) for safe-decision making. The system to be controlled is a vehicle in the presence of bounded disturbances. The RSCA consists of two parts: a Supervisor MPC and a Controller MPC. Both the
Externí odkaz:
http://arxiv.org/abs/2206.09735
Autor:
Unke, Oliver T., Stöhr, Martin, Ganscha, Stefan, Unterthiner, Thomas, Maennel, Hartmut, Kashubin, Sergii, Ahlin, Daniel, Gastegger, Michael, Sandonas, Leonardo Medrano, Tkatchenko, Alexandre, Müller, Klaus-Robert
Molecular dynamics (MD) simulations allow atomistic insights into chemical and biological processes. Accurate MD simulations require computationally demanding quantum-mechanical calculations, being practically limited to short timescales and few atom
Externí odkaz:
http://arxiv.org/abs/2205.08306
Publikováno v:
In Clinical Neurophysiology October 2024 166:117-128