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pro vyhledávání: '"Krstajić, P."'
Autor:
Krstajić, Milan, Juhász, Péter, Kučera, Jiří, Hofer, Lucas R., Lamb, Gavin, Marchant, Anna L., Smith, Robert P.
Publikováno v:
Phys. Rev. A 108, 063301 (2023)
Ultracold gases of highly magnetic lanthanide atoms have enabled the realisation of dipolar quantum droplets and supersolids. However, future studies could be limited by the achievable atom numbers and hindered by high three-body loss rates. Here we
Externí odkaz:
http://arxiv.org/abs/2307.01245
We implement a trust region method on the GPU for nonlinear least squares curve fitting problems using a new deep learning Python library called JAX. Our open source package, JAXFit, works for both unconstrained and constrained curve fitting problems
Externí odkaz:
http://arxiv.org/abs/2208.12187
Publikováno v:
Zaštita Materijala, Vol 65, Iss 1, Pp 1-10 (2024)
The example of the procedure for the correct determination of the parameters of hydrogen evolution reaction (HER), the exchange current density (jo) and relaxation time (to) for intermediate (adsorbed hydrogen, Hads) adsorption at modified porous Ni-
Externí odkaz:
https://doaj.org/article/93f237aacce543718aa44103cd384b0c
A deep neural network (NN) is used to simultaneously detect laser beams in images and measure their center coordinates, radii and angular orientations. A dataset of images containing simulated laser beams and a dataset of images with experimental las
Externí odkaz:
http://arxiv.org/abs/2202.07801
Publikováno v:
Phys. Rev. A 105, L061301 (2022)
Homogeneous quantum gases open up new possibilities for studying many-body phenomena and have now been realised for a variety of systems. For gases with short-range interactions the way to make the cloud homogeneous is, predictably, to trap it in an
Externí odkaz:
http://arxiv.org/abs/2112.12737
Publikováno v:
iScience, Vol 27, Iss 3, Pp 109077- (2024)
Summary: Laser speckle contrast imaging (LSCI) is an important non-invasive capability for real-time imaging for tissue-perfusion assessment. Yet, the size and weight of current clinical standard LSCI instrumentation restricts usage to mainly periphe
Externí odkaz:
https://doaj.org/article/d6cab2f413444360896f4b14918bf3eb
Publikováno v:
Mach. Learn.: Sci. Technol. 2 045008 (2021)
We use a deep neural network to detect and place region-of-interest boxes around ultracold atom clouds in absorption and fluorescence images---with the ability to identify and bound multiple clouds within a single image. The neural network also outpu
Externí odkaz:
http://arxiv.org/abs/2011.10536
Autor:
Krstajic, Damjan
In recent years there has been an increase in the number of scientific papers that suggest using conformal predictions in drug discovery. We consider that some versions of conformal predictions applied in binary settings are embroiled in pitfalls, no
Externí odkaz:
http://arxiv.org/abs/2008.10034
Autor:
Krstajic, Damjan
Publikováno v:
J Cheminform 11, 65 (2019)
Recently Bosc et al. (J Cheminform 11(1): 4, 2019), published an article describing a case study that directly compares conformal predictions with traditional QSAR methods for large-scale predictions of target-ligand binding. We consider this study t
Externí odkaz:
http://arxiv.org/abs/2001.07773
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