Zobrazeno 1 - 10
of 6 434
pro vyhledávání: '"A. Hannemann"'
Interactions of polyelectrolytes (PEs) with proteins play a crucial role in numerous biological processes, such as the internalization of virus particles into host cells. Although docking, machine learning methods, and molecular dynamics (MD) simulat
Externí odkaz:
http://arxiv.org/abs/2409.00210
Traffic assignment is a core component of many urban transport planning tools. It is used to determine how traffic is distributed over a transportation network. We study the task of computing traffic assignments for public transport: Given a public t
Externí odkaz:
http://arxiv.org/abs/2408.06308
Autor:
Kelm, André, Hannemann, Niels, Heberle, Bruno, Schmidt, Lucas, Rolff, Tim, Wilms, Christian, Yaghoubi, Ehsan, Frintrop, Simone
This study introduces a novel expert generation method that dynamically reduces task and computational complexity without compromising predictive performance. It is based on a new hierarchical classification network topology that combines sequential
Externí odkaz:
http://arxiv.org/abs/2403.05601
Machine learning on large-scale genomic or transcriptomic data is important for many novel health applications. For example, precision medicine tailors medical treatments to patients on the basis of individual biomarkers, cellular and molecular state
Externí odkaz:
http://arxiv.org/abs/2402.14527
Autor:
Bruers, Ben, Cruces, Marilyn, Demleitner, Markus, Duckeck, Guenter, Düren, Michael, Eich, Niclas, Enßlin, Torsten, Erdmann, Johannes, Erdmann, Martin, Fackeldey, Peter, Felder, Christian, Fischer, Benjamin, Fröse, Stefan, Funk, Stefan, Gasthuber, Martin, Grimshaw, Andrew, Hadasch, Daniela, Hannemann, Moritz, Kappes, Alexander, Kleinemühl, Raphael, Kozlov, Oleksiy M., Kuhr, Thomas, Lupberger, Michael, Neuhaus, Simon, Niknejadi, Pardis, Reindl, Judith, Schindler, Daniel, Schneidewind, Astrid, Schreiber, Frank, Schumacher, Markus, Schwarz, Kilian, Streit, Achim, von Cube, R. Florian, Walker, Rod, Walther, Cyrus, Wozniewski, Sebastian, Zhou, Kai
Given the urgency to reduce fossil fuel energy production to make climate tipping points less likely, we call for resource-aware knowledge gain in the research areas on Universe and Matter with emphasis on the digital transformation. A portfolio of m
Externí odkaz:
http://arxiv.org/abs/2311.01169
Autor:
Lei, Zhihong, Pusateri, Ernest, Han, Shiyi, Liu, Leo, Xu, Mingbin, Ng, Tim, Travadi, Ruchir, Zhang, Youyuan, Hannemann, Mirko, Siu, Man-Hung, Huang, Zhen
Recent advances in deep learning and automatic speech recognition have improved the accuracy of end-to-end speech recognition systems, but recognition of personal content such as contact names remains a challenge. In this work, we describe our person
Externí odkaz:
http://arxiv.org/abs/2310.09988
Autor:
Lei, Zhihong, Xu, Mingbin, Han, Shiyi, Liu, Leo, Huang, Zhen, Ng, Tim, Zhang, Yuanyuan, Pusateri, Ernest, Hannemann, Mirko, Deng, Yaqiao, Siu, Man-Hung
Recent advances in deep learning and automatic speech recognition (ASR) have enabled the end-to-end (E2E) ASR system and boosted the accuracy to a new level. The E2E systems implicitly model all conventional ASR components, such as the acoustic model
Externí odkaz:
http://arxiv.org/abs/2310.07062
Autor:
Kelm, André Peter, Hannemann, Niels, Heberle, Bruno, Schmidt, Lucas, Rolff, Tim, Wilms, Christian, Yaghoubi, Ehsan, Frintrop, Simone
This paper introduces a novel network topology that seamlessly integrates dynamic inference cost with a top-down attention mechanism, addressing two significant gaps in traditional deep learning models. Drawing inspiration from human perception, we c
Externí odkaz:
http://arxiv.org/abs/2308.05128
Autor:
Juliane Hannemann, Anne Zink, Yoana Mileva, Paul Balfanz, Edgar Dahl, Sonja Volland, Thomas Illig, Edzard Schwedhelm, Florian Kurth, Alexandra Stege, Martin Aepfelbacher, Armin Hoffmann, Rainer Böger
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Mortality of patients hospitalized with COVID-19 has remained high during the consecutive SARS-CoV-2 pandemic waves. Early discrimination of patients at high mortality risk is crucial for optimal patient care. Symmetric (SDMA) and asymmetric
Externí odkaz:
https://doaj.org/article/fd19c5f66dfd4915bcc8f54205a52bc6
Publikováno v:
EBioMedicine, Vol 2, Iss 11, Pp 1669-1676 (2015)
Sickle cell disease (SCD) in patients of HbSC genotype is considered similar, albeit milder, to that in homozygous HbSS individuals — but with little justification. In SCD, elevated red cell cation permeability is critical as increased solute loss
Externí odkaz:
https://doaj.org/article/84527c3d129d4f79993a9cdecef61e0e