Zobrazeno 1 - 10
of 40 277
pro vyhledávání: '"A, Wilke"'
Detecting arousals in sleep is essential for diagnosing sleep disorders. However, using Machine Learning (ML) in clinical practice is impeded by fundamental issues, primarily due to mismatches between clinical protocols and ML methods. Clinicians typ
Externí odkaz:
http://arxiv.org/abs/2409.13367
Autor:
Overbeek, Jamie C., Partin, Alexander, Brettin, Thomas S., Chia, Nicholas, Narykov, Oleksandr, Vasanthakumari, Priyanka, Wilke, Andreas, Zhu, Yitan, Clyde, Austin, Jones, Sara, Gnanaolivu, Rohan, Liu, Yuanhang, Jiang, Jun, Wang, Chen, Knutson, Carter, McNaughton, Andrew, Kumar, Neeraj, Fernando, Gayara Demini, Ghosh, Souparno, Sanchez-Villalobos, Cesar, Zhang, Ruibo, Pal, Ranadip, Weil, M. Ryan, Stevens, Rick L.
Cancer drug response prediction (DRP) models present a promising approach towards precision oncology, tailoring treatments to individual patient profiles. While deep learning (DL) methods have shown great potential in this area, models that can be su
Externí odkaz:
http://arxiv.org/abs/2409.12215
Autor:
Arend, Germaine, Huang, Guanhao, Feist, Armin, Yang, Yujia, Henke, Jan-Wilke, Qiu, Zheru, Jeng, Hao, Raja, Arslan Sajid, Haindl, Rudolf, Wang, Rui Ning, Kippenberg, Tobias J., Ropers, Claus
Free electrons are a widespread and universal source of electromagnetic fields. The past decades witnessed ever-growing control over many aspects of electron-generated radiation, from the incoherent emission produced by X-ray tubes to the exceptional
Externí odkaz:
http://arxiv.org/abs/2409.11300
Autor:
Vetter, Dennis, Ahsan, Muhammad, Delicado, Diana, Neubauer, Thomas A., Wilke, Thomas, Roig, Gemma
In this paper, we present our first proposal of a machine learning system for the classification of freshwater snails of the genus Radomaniola. We elaborate on the specific challenges encountered during system design, and how we tackled them; namely
Externí odkaz:
http://arxiv.org/abs/2407.20013
Autor:
Turilli, Matteo, Hategan-Marandiuc, Mihael, Titov, Mikhail, Maheshwari, Ketan, Alsaadi, Aymen, Merzky, Andre, Arambula, Ramon, Zakharchanka, Mikhail, Cowan, Matt, Wozniak, Justin M., Wilke, Andreas, Kilic, Ozgur Ozan, Chard, Kyle, da Silva, Rafael Ferreira, Jha, Shantenu, Laney, Daniel
Scientific discovery increasingly requires executing heterogeneous scientific workflows on high-performance computing (HPC) platforms. Heterogeneous workflows contain different types of tasks (e.g., simulation, analysis, and learning) that need to be
Externí odkaz:
http://arxiv.org/abs/2407.16646
Concentric Tube Robots (CTRs) have garnered significant interest within the surgical robotics community because of their flexibility, dexterity, and ease of miniaturization. However, mastering the unique kinematics and design principles of CTRs can b
Externí odkaz:
http://arxiv.org/abs/2407.06943
Autor:
Wilke, Luca, Scopelliti, Gianluca
Cloud computing is a ubiquitous solution to handle today's complex computing demands. However, it comes with data privacy concerns, as the cloud service provider has complete access to code and data running on their infrastructure. VM-based Trusted E
Externí odkaz:
http://arxiv.org/abs/2406.01186
Autor:
Giacalone, Giuliano, Zhao, Wenbin, Bally, Benjamin, Shen, Shihang, Duguet, Thomas, Ebran, Jean-Paul, Elhatisari, Serdar, Frosini, Mikael, Lähde, Timo A., Lee, Dean, Lu, Bing-Nan, Ma, Yuan-Zhuo, Meißner, Ulf-G., Nijs, Govert, Noronha-Hostler, Jacquelyn, Plumberg, Christopher, Rodríguez, Tomás R., Roth, Robert, van der Schee, Wilke, Schenke, Björn, Shen, Chun, Somà, Vittorio
The System for Measuring Overlap with Gas (SMOG2) at the LHCb detector enables the study of fixed-target ion-ion collisions at relativistic energies ($\sqrt{s_{\rm NN}}\sim100$ GeV in the centre-of-mass). With input from \textit{ab initio} calculatio
Externí odkaz:
http://arxiv.org/abs/2405.20210
Autor:
Gan, Han L., Wilke-Berenguer, Maite
We consider two finite population Markov chain models, the two-island Wright-Fisher model with mutation, and the seed-bank model with mutation. Despite the relatively simple descriptions of the two processes, the the exact form of their stationary di
Externí odkaz:
http://arxiv.org/abs/2405.18763
Breaking the error-threshold would mark a milestone in establishing quantum advantage for a wide range of relevant problems. One possible route is to encode information redundantly in a logical qubit by combining several noisy qubits, providing an in
Externí odkaz:
http://arxiv.org/abs/2405.08138