Zobrazeno 1 - 10
of 2 064
pro vyhledávání: '"Özaydin, A."'
In this study, we investigate the performance of the sparse identification of nonlinear dynamics (SINDy) algorithm and the neural ordinary differential equations (ODEs) in identification of the underlying mechanisms of open ocean Lagrangian drifter h
Externí odkaz:
http://arxiv.org/abs/2411.04350
Autor:
Grönquist, Peter, Bhattacharjee, Deblina, Aydemir, Bahar, Ozaydin, Baran, Zhang, Tong, Salzmann, Mathieu, Süsstrunk, Sabine
In the evolving landscape of deep learning, there is a pressing need for more comprehensive datasets capable of training models across multiple modalities. Concurrently, in digital humanities, there is a growing demand to leverage technology for dive
Externí odkaz:
http://arxiv.org/abs/2410.20459
We study $q$-deformed coherent states of the Arik-Coon harmonic oscillator as the quantum resource in the post-selected weak measurement. First, we show how the precision of weak measurement is improved significantly due to $q$-deformation. Next, we
Externí odkaz:
http://arxiv.org/abs/2406.10049
Autor:
Li, Wenwen, Ozaydin, Murad
In this paper, we study pointwise finite-dimensional (p.f.d.) $2$-parameter persistence modules where each module admits a finite convex isotopy subdivision. We show that a p.f.d. $2$-parameter persistence module $M$ (with a finite convex isotopy sub
Externí odkaz:
http://arxiv.org/abs/2404.13877
Unsupervised Semantic Segmentation (USS) involves segmenting images without relying on predefined labels, aiming to alleviate the burden of extensive human labeling. Existing methods utilize features generated by self-supervised models and specific p
Externí odkaz:
http://arxiv.org/abs/2403.06546
We consider a quantum Otto cycle with a $q$-deformed quantum oscillator working substance and classical thermal baths. We investigate the influence of the quantum statistical deformation parameter $q$ on the work and efficiency of the cycle. In usual
Externí odkaz:
http://arxiv.org/abs/2308.10538
Unpaired exemplar-based image-to-image (UEI2I) translation aims to translate a source image to a target image domain with the style of a target image exemplar, without ground-truth input-translation pairs. Existing UEI2I methods represent style using
Externí odkaz:
http://arxiv.org/abs/2212.13253
Optimal modulation (OM) schemes for Gaussian channels with peak and average power constraints are known to require nonuniform probability distributions over signal points, which presents practical challenges. An established way to map uniform binary
Externí odkaz:
http://arxiv.org/abs/2210.16187
Despite achieving remarkable progress in recent years, single-image super-resolution methods are developed with several limitations. Specifically, they are trained on fixed content domains with certain degradations (whether synthetic or real). The pr
Externí odkaz:
http://arxiv.org/abs/2208.12327
We consider a semi-classical heat engine with a $q$-deformed quantum oscillator working substance and classical thermal baths. We investigate the influence of the quantum statistical deformation parameter $q$ on the work and efficiency of the engine.
Externí odkaz:
http://arxiv.org/abs/2208.08565