Zobrazeno 1 - 10
of 19 626
pro vyhledávání: '"A, Fehr"'
Publikováno v:
Proc. Appl. Math. Mech. (2024) e202400142
In the context of developing new vehicle concepts, especially autonomous vehicles with novel seating arrangements and occupant activities, predicting occupant motion can be a tool for ensuring safety and comfort. In this study, a data-driven surrogat
Externí odkaz:
http://arxiv.org/abs/2409.17163
Autor:
Rettberg, Johannes, Kneifl, Jonas, Herb, Julius, Buchfink, Patrick, Fehr, Jörg, Haasdonk, Bernard
Conventional physics-based modeling techniques involve high effort, e.g., time and expert knowledge, while data-driven methods often lack interpretability, structure, and sometimes reliability. To mitigate this, we present a data-driven system identi
Externí odkaz:
http://arxiv.org/abs/2408.08185
Autor:
Conti, Paolo, Kneifl, Jonas, Manzoni, Andrea, Frangi, Attilio, Fehr, Jörg, Brunton, Steven L., Kutz, J. Nathan
The simulation of many complex phenomena in engineering and science requires solving expensive, high-dimensional systems of partial differential equations (PDEs). To circumvent this, reduced-order models (ROMs) have been developed to speed up computa
Externí odkaz:
http://arxiv.org/abs/2405.20905
Solving high-dimensional dynamical systems in multi-query or real-time applications requires efficient surrogate modelling techniques, as e.g., achieved via model order reduction (MOR). If these systems are Hamiltonian systems their physical structur
Externí odkaz:
http://arxiv.org/abs/2405.10465
Autor:
Bisbas, George, Lydike, Anton, Bauer, Emilien, Brown, Nick, Fehr, Mathieu, Mitchell, Lawrence, Rodriguez-Canal, Gabriel, Jamieson, Maurice, Kelly, Paul H. J., Steuwer, Michel, Grosser, Tobias
Domain Specific Languages (DSLs) increase programmer productivity and provide high performance. Their targeted abstractions allow scientists to express problems at a high level, providing rich details that optimizing compilers can exploit to target c
Externí odkaz:
http://arxiv.org/abs/2404.02218
Globally, motorcycles attract vast and varied users. However, since the rate of severe injury and fatality in motorcycle accidents far exceeds passenger car accidents, efforts have been directed toward increasing passive safety systems. Impact simula
Externí odkaz:
http://arxiv.org/abs/2403.09491
Crash simulations play an essential role in improving vehicle safety, design optimization, and injury risk estimation. Unfortunately, numerical solutions of such problems using state-of-the-art high-fidelity models require significant computational e
Externí odkaz:
http://arxiv.org/abs/2402.09234
Autor:
Tissot, François L. H., Ibañez-Mejia, Mauricio, Rabb, Savelas A., Kraft, Rebecca A., Vocke, Robert D., Fehr, Manuela A., Schönbächler, Maria, Tang, Haolan, Young, Edward D.
Publikováno v:
Journal of Analytical Atomic Spectrometry, 38(10), pp.2087-2104 (2023)
As the field of Zr stable isotopes is rapidly expanding from the study of mass-independent to that of mass-dependent isotope effects, a variety of Zr standards have appeared in the literature. While several of these standards have been proposed as th
Externí odkaz:
http://arxiv.org/abs/2404.14413
Autor:
Fehr, Fabio, Henderson, James
The current paradigm of large-scale pre-training and fine-tuning Transformer large language models has lead to significant improvements across the board in natural language processing. However, such large models are susceptible to overfitting to thei
Externí odkaz:
http://arxiv.org/abs/2312.00662
Autor:
Fehr, Mathieu, Weber, Michel, Ulmann, Christian, Lopoukhine, Alexandre, Lücke, Martin, Degioanni, Théo, Steuwer, Michel, Grosser, Tobias
Traditionally, compiler researchers either conduct experiments within an existing production compiler or develop their own prototype compiler; both options come with trade-offs. On one hand, prototyping in a production compiler can be cumbersome, as
Externí odkaz:
http://arxiv.org/abs/2311.07422