Zobrazeno 1 - 10
of 1 535
pro vyhledávání: '"A. Linka"'
Autor:
Linka, Kevin, Kuhl, Ellen
The ability to automatically discover interpretable mathematical models from data could forever change how we model soft matter systems. For convex discovery problems with a unique global minimum, model discovery is well-established. It uses a classi
Externí odkaz:
http://arxiv.org/abs/2404.06725
Autor:
Weber, Ingo, Linka, Hendrik, Mertens, Daniel, Muryshkin, Tamara, Opgenoorth, Heinrich, Langer, Stefan
Since OpenAI's release of ChatGPT, generative AI has received significant attention across various domains. These AI-based chat systems have the potential to enhance the productivity of knowledge workers in diverse tasks. However, the use of free pub
Externí odkaz:
http://arxiv.org/abs/2403.00039
Sparse regression and feature extraction are the cornerstones of knowledge discovery from massive data. Their goal is to discover interpretable and predictive models that provide simple relationships among scientific variables. While the statistical
Externí odkaz:
http://arxiv.org/abs/2310.06872
The constitutive behavior of polymeric materials is often modeled by finite linear viscoelastic (FLV) or quasi-linear viscoelastic (QLV) models. These popular models are simplifications that typically cannot accurately capture the nonlinear viscoelas
Externí odkaz:
http://arxiv.org/abs/2303.12164
Autor:
Tac, Vahidullah, Linka, Kevin, Sahli-Costabal, Francisco, Kuhl, Ellen, Tepole, Adrian Buganza
Data-driven methods have changed the way we understand and model materials. However, while providing unmatched flexibility, these methods have limitations such as reduced capacity to extrapolate, overfitting, and violation of physics constraints. Rec
Externí odkaz:
http://arxiv.org/abs/2301.10714
Exercise-induced inflammation alters the perception and visual exploration of emotional interactions
Autor:
Johannes Keck, Celine Honekamp, Kristina Gebhardt, Svenja Nolte, Marcel Linka, Benjamin de Haas, Jörn Munzert, Karsten Krüger, Britta Krüger
Publikováno v:
Brain, Behavior, & Immunity - Health, Vol 39, Iss , Pp 100806- (2024)
Introduction: The study aimed to investigate whether an exercise-induced pro-inflammatory response alters the perception as well as visual exploration of emotional body language in social interactions. Methods: In a within-subject design, 19 male, he
Externí odkaz:
https://doaj.org/article/373b81f5fa3c461d82fd1ee1c0b04eaa
Autor:
Linka, Kevin, Kuhl, Ellen
For more than 100 years, chemical, physical, and material scientists have proposed competing constitutive models to best characterize the behavior of natural and man-made materials in response to mechanical loading. Now, computer science offers a uni
Externí odkaz:
http://arxiv.org/abs/2210.02202
Autor:
Louise Linka, Benedikt Magnus, Nabard Faiz, Lena Habermehl, Panagiota-Eleni Tsalouchidou, Felix Zahnert, Leona Moeller, Kristina Krause, Susanne Knake, Katja Menzler
Publikováno v:
Neurological Research and Practice, Vol 6, Iss 1, Pp 1-8 (2024)
Abstract Background The risk of seizure recurrence after a first unprovoked epileptic seizure is reported to be approximately 40%. Little is known about the recurrence risk after a first seizure in elderly patients, who may be at higher risk due to a
Externí odkaz:
https://doaj.org/article/b8e333723eea48c7a64f221ea4678520
Autor:
Linka, Kevin, Schafer, Amelie, Meng, Xuhui, Zou, Zongren, Karniadakis, George Em, Kuhl, Ellen
Understanding real-world dynamical phenomena remains a challenging task. Across various scientific disciplines, machine learning has advanced as the go-to technology to analyze nonlinear dynamical systems, identify patterns in big data, and make deci
Externí odkaz:
http://arxiv.org/abs/2205.08304
Exercise-induced inflammation alters the perception and visual exploration of emotional interactions
Autor:
Keck, Johannes, Honekamp, Celine, Gebhardt, Kristina, Nolte, Svenja, Linka, Marcel, de Haas, Benjamin, Munzert, Jörn, Krüger, Karsten, Krüger, Britta
Publikováno v:
In Brain, Behavior, & Immunity - Health August 2024 39