Zobrazeno 1 - 10
of 7 948
pro vyhledávání: '"A Friederich"'
We present a photonic ultra-wideband frequency extension for a commercial Vector Network Analyzer (VNA) to perform free-space measurements in a frequency range from 70 GHz up to 520 GHz with a Hz level resolution. The concept is based on the synchron
Externí odkaz:
http://arxiv.org/abs/2412.02532
Autor:
Zhou, Chen, Neubert, Marlen, Koide, Yuri, Zhang, Yumeng, Vuong, Van-Quan, Schlöder, Tobias, Dehnen, Stefanie, Friederich, Pascal
Constructing datasets representative of the target domain is essential for training effective machine learning models. Active learning (AL) is a promising method that iteratively extends training data to enhance model performance while minimizing dat
Externí odkaz:
http://arxiv.org/abs/2412.00401
Autor:
Friederich, Nils, Sitcheu, Angelo Jovin Yamachui, Nassal, Annika, Pesch, Matthias, Yildiz, Erenus, Beichter, Maximilian, Scholtes, Lukas, Akbaba, Bahar, Lautenschlager, Thomas, Neumann, Oliver, Kohlheyer, Dietrich, Scharr, Hanno, Seiffarth, Johannes, Nöh, Katharina, Mikut, Ralf
Microfluidic Live-Cell Imaging (MLCI) generates high-quality data that allows biotechnologists to study cellular growth dynamics in detail. However, obtaining these continuous data over extended periods is challenging, particularly in achieving accur
Externí odkaz:
http://arxiv.org/abs/2411.05030
Autor:
Seiffarth, J., Blöbaum, L., Paul, R. D., Friederich, N., Sitcheu, A. J. Yamachui, Mikut, R., Scharr, H., Grünberger, A., Nöh, K.
Tracking the development of living cells in live-cell time-lapses reveals crucial insights into single-cell behavior and presents tremendous potential for biomedical and biotechnological applications. In microbial live-cell imaging (MLCI), a few to t
Externí odkaz:
http://arxiv.org/abs/2411.00552
Autor:
Friederich, Simon, Tyagi, Mritunjay
The Kochen-Specker theorem shows that it is impossible to assign sharp values to all dynamical variables in quantum mechanics in such a way that the algebraic relations among the values of dynamical variables whose self-adjoint operators commute are
Externí odkaz:
http://arxiv.org/abs/2409.13071
Autor:
Wu, Jianchang, Torresi, Luca, Hu, ManMan, Reiser, Patrick, Zhang, Jiyun, Rocha-Ortiz, Juan S., Wang, Luyao, Xie, Zhiqiang, Zhang, Kaicheng, Park, Byung-wook, Barabash, Anastasia, Zhao, Yicheng, Luo, Junsheng, Wang, Yunuo, Lüer, Larry, Deng, Lin-Long, Hauch, Jens A., Seok, Sang Il, Friederich, Pascal, Brabec, Christoph J.
The inverse design of tailored organic molecules for specific optoelectronic devices of high complexity holds an enormous potential, but has not yet been realized1,2. The complexity and literally infinite diversity of conjugated molecular structures
Externí odkaz:
http://arxiv.org/abs/2407.00729
Autor:
Teufel, Jonas, Friederich, Pascal
Beyond improving trust and validating model fairness, xAI practices also have the potential to recover valuable scientific insights in application domains where little to no prior human intuition exists. To that end, we propose a method to extract gl
Externí odkaz:
http://arxiv.org/abs/2404.16532
Autor:
Schopmans, Henrik, Friederich, Pascal
Publikováno v:
Proceedings of the 41st International Conference on Machine Learning (ICML 2024), PMLR 235:43804-43827, 2024
Efficient sampling of the Boltzmann distribution of molecular systems is a long-standing challenge. Recently, instead of generating long molecular dynamics simulations, generative machine learning methods such as normalizing flows have been used to l
Externí odkaz:
http://arxiv.org/abs/2402.01195
To ensure the security of airports, it is essential to protect the airside from unauthorized access. For this purpose, security fences are commonly used, but they require regular inspection to detect damages. However, due to the growing shortage of h
Externí odkaz:
http://arxiv.org/abs/2311.12064
Autor:
Deuschel, Jannik, Ellington, Caleb N., Luo, Yingtao, Lengerich, Benjamin J., Friederich, Pascal, Xing, Eric P.
Interpretable policy learning seeks to estimate intelligible decision policies from observed actions; however, existing models force a tradeoff between accuracy and interpretability, limiting data-driven interpretations of human decision-making proce
Externí odkaz:
http://arxiv.org/abs/2310.07918