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pro vyhledávání: '"Schosser A"'
With the increasing precision of recent cosmological surveys and the discovery of important tensions within the $\Lambda$CDM paradigm, it is becoming more and more important to develop tools to quantify accurately the discordance between different pr
Externí odkaz:
http://arxiv.org/abs/2408.08385
Central to model selection is a trade-off between performing a good fit and low model complexity: A model of higher complexity should only be favoured over a simpler model if it provides significantly better fits. In Bayesian terms, this can be achie
Externí odkaz:
http://arxiv.org/abs/2407.06259
Tensions between cosmological parameters derived through different channels can be a genuine signature of new physics that $\Lambda$CDM as the standard model is not able to reproduce, in particular in the missing consistency between parameter estimat
Externí odkaz:
http://arxiv.org/abs/2402.19100
Modern machine learning will allow for simulation-based inference from reionization-era 21cm observations at the Square Kilometre Array. Our framework combines a convolutional summary network and a conditional invertible network through a physics-ins
Externí odkaz:
http://arxiv.org/abs/2401.04174
Autor:
Vahidi, Amirhossein, Schoßer, Simon, Wimmer, Lisa, Li, Yawei, Bischl, Bernd, Hüllermeier, Eyke, Rezaei, Mina
In this paper, we propose a novel probabilistic self-supervised learning via Scoring Rule Minimization (ProSMIN), which leverages the power of probabilistic models to enhance representation quality and mitigate collapsing representations. Our propose
Externí odkaz:
http://arxiv.org/abs/2309.02048
Publikováno v:
Phys. Rev. B 109, 165144 (2024)
The implementation of an efficient self-consistent field (SCF) method including both scalar relativistic effects and spin-orbit interaction in density functional theory (DFT) is presented. We make use of Gaussian-type orbitals (GTOs) and all integral
Externí odkaz:
http://arxiv.org/abs/2305.03817
Starobinsky inflation is an attractive, fundamental model to explain the Planck measurements, and its higher-order extension may allow us to probe quantum gravity effects. We show that future CMB data combined with the 21cm intensity map from SKA wil
Externí odkaz:
http://arxiv.org/abs/2210.05698
Autor:
Gray Joanna, Gunasinghe Cerisse, Korszun Ania, Elkin Amanda, Schalkwyk Leonard C, Cohen-Woods Sarah, Gaysina Darya, Pirlo Katrina, Schosser Alexandra, Jones Lisa, Meaburn Emma, Farmer Anne E, Craig Ian W, McGuffin Peter
Publikováno v:
BMC Research Notes, Vol 3, Iss 1, p 274 (2010)
Abstract Background We report an attempt to extend the previously successful approach of combining SNP (single nucleotide polymorphism) microarrays and DNA pooling (SNP-MaP) employing high-density microarrays. Whereas earlier studies employed a range
Externí odkaz:
https://doaj.org/article/277dca480e634ae69e5ea34eb49d512f
Autor:
Schosser, Josef1 (AUTHOR) josefschosser01@gmail.com
Publikováno v:
Communications in Statistics: Case Studies & Data Analysis. 2024, Vol. 10 Issue 2, p107-124. 18p.
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