Zobrazeno 1 - 10
of 7 141
pro vyhledávání: '"Hauck P"'
Homogenization is a key technique for approximating the macroscopic properties of materials with microscale heterogeneity. The FFT-based Homogenization method has gained widespread usage due to its computational efficiency and accuracy in handling co
Externí odkaz:
http://arxiv.org/abs/2412.11566
The pioneering work of Oono and Suzuki [ICLR, 2020] and Cai and Wang [arXiv:2006.13318] initializes the analysis of the smoothness of graph convolutional network (GCN) features. Their results reveal an intricate empirical correlation between node cla
Externí odkaz:
http://arxiv.org/abs/2410.14604
Autor:
Hauck, Moritz, Lozinski, Alexei
In this paper, we propose a multiscale method for heterogeneous Stokes problems. The method is based on the Localized Orthogonal Decomposition (LOD) methodology and has approximation properties independent of the regularity of the coefficients. We ap
Externí odkaz:
http://arxiv.org/abs/2410.14514
In this paper, a high-order/low-order (HOLO) method is combined with a micro-macro (MM) decomposition to accelerate iterative solvers in fully implicit time-stepping of the BGK equation for gas dynamics. The MM formulation represents a kinetic distri
Externí odkaz:
http://arxiv.org/abs/2410.00678
Autor:
Hauck, Maximilian
We use the stacky approach to $p$-adic cohomology theories recently developed by Drinfeld and Bhatt--Lurie to generalise known comparison theorems in $p$-adic Hodge theory so as to accommodate coefficients. More precisely, we establish a comparison b
Externí odkaz:
http://arxiv.org/abs/2409.10557
Autor:
Jiang, Zhixing, Yin, Dennis, Chen, Yihui, Khoda, Elham E, Hauck, Scott, Hsu, Shih-Chieh, Govorkova, Ekaterina, Harris, Philip, Loncar, Vladimir, Moreno, Eric A.
This study presents an efficient implementation of transformer architectures in Field-Programmable Gate Arrays(FPGAs) using hls4ml. We demonstrate the strategy for implementing the multi-head attention, softmax, and normalization layer and evaluate t
Externí odkaz:
http://arxiv.org/abs/2409.05207
Autor:
Burankova, Yuliya, Abele, Miriam, Bakhtiari, Mohammad, von Törne, Christine, Barth, Teresa, Schweizer, Lisa, Giesbertz, Pieter, Schmidt, Johannes R., Kalkhof, Stefan, Müller-Deile, Janina, van Veelen, Peter A, Mohammed, Yassene, Hammer, Elke, Arend, Lis, Adamowicz, Klaudia, Laske, Tanja, Hartebrodt, Anne, Frisch, Tobias, Meng, Chen, Matschinske, Julian, Späth, Julian, Röttger, Richard, Schwämmle, Veit, Hauck, Stefanie M., Lichtenthaler, Stefan, Imhof, Axel, Mann, Matthias, Ludwig, Christina, Kuster, Bernhard, Baumbach, Jan, Zolotareva, Olga
Quantitative mass spectrometry has revolutionized proteomics by enabling simultaneous quantification of thousands of proteins. Pooling patient-derived data from multiple institutions enhances statistical power but raises significant privacy concerns.
Externí odkaz:
http://arxiv.org/abs/2407.15220
Autor:
Jin, Miaomiao, Reza, Farshid, Hauck, Alexander, Mahfuz, Mahjabin, Wang, Xing, Chu, Rongming, Tuttle, Blair
Al$_x$Ga$_{1-x}$N materials have become increasingly important for electronics in radiation environments due to their robust properties. In this work, we aim to investigate the atomistic mechanisms of radiation-induced damage in AlGaN compounds, prov
Externí odkaz:
http://arxiv.org/abs/2407.14456
This paper considers the numerical solution of Timoshenko beam network models, comprised of Timoshenko beam equations on each edge of the network, which are coupled at the nodes of the network using rigid joint conditions. Through hybridization, we c
Externí odkaz:
http://arxiv.org/abs/2407.14388
Autor:
Hauck, Franz J., Heß, Alexander
Linearizability is a well-known correctness property for concurrent and distributed systems. In the past, it was also used to prove the design and implementation of replicated state-machines correct. State-machine replication (SMR) is a concept to ac
Externí odkaz:
http://arxiv.org/abs/2407.01720