Early integration for movement modeling in latent spaces

Author(s):  
Rachel Hornung ◽  
Nutan Chen ◽  
Patrick van der Smagt
Keyword(s):  
2019 ◽  
Vol 155 (1) ◽  
Author(s):  
Michaela Slotwinski ◽  
Alois Stutzer ◽  
Roman Uhlig

Abstract In the face of recent refugee migration, early integration of asylum seekers into the labor market has been proposed as an important mechanism for easing their economic and social lot in the short as well as in the long term. However, little is known about the policies that foster or hamper their participation in the labor market, in particular during the important initial period of their stay in the host country. In order to evaluate whether inclusive labor market policies increase the labor market participation of asylum seekers, we exploit the variation in asylum policies in Swiss cantons to which asylum seekers are as good as randomly allocated. During our study period from 2011 to 2014, the employment rate among asylum seekers varied between 0 and 30.2% across cantons. Our results indicate that labor market access regulations are responsible for a substantial proportion of these differences, in which an inclusive regime increases participation by 11 percentage points. The marginal effects are larger for asylum seekers who speak a language that is linguistically close to the one in their host canton. Summary Inclusive labor market access regulations substantially increase the employment chances of asylum seekers, in particular if the language distance is short.


Author(s):  
Thomas A. Ulrich ◽  
Roger Lew ◽  
Ronald L. Boring ◽  
Torrey Mortenson ◽  
Jooyoung Park ◽  
...  

Nuclear power plants are looking towards integrated energy systems to address the challenges faced by increasing competition from renewable energy and cheap natural gas in wholesale electricity markets. Electricity-hydrogen hybrid operations is one potential technology being explored. As part of this investigation a human factors team was integrated into the overall engineering project to develop a human system interface (HSI) for a novel system to extract steam for a coupled hydrogen production process. This paper presents the process used to perform the nuclear specific human factors engineering required to develop the HSI for this novel and unprecedented system. Furthermore, the early integration of the human factors team and the meaningful improvements to the engineering of the system itself in addition to the successful development of the HSI for this particular application are described. Lastly, the HSI developed is presented to demonstrate the culmination of the process and disseminate a potential HSI design for electricity-hydrogen hybrid operations that may be useful for others exploring similar integrated energy systems concepts.


Author(s):  
Alain Batailly ◽  
Mathias Legrand ◽  
Antoine Millecamps ◽  
Sèbastien Cochon ◽  
François Garcin

Recent numerical developments dedicated to the simulation of rotor/stator interaction involving direct structural contacts have been integrated within the Snecma industrial environment. This paper presents the first attempt to benefit from these developments and account for structural blade/casing contacts at the design stage of a high-pressure compressor blade. The blade of interest underwent structural divergence after blade/abradable coating contact occurrences on a rig test. The design improvements were carried out in several steps with significant modifications of the blade stacking law while maintaining aerodynamic performance of the original blade design. After a brief presentation of the proposed design strategy, basic concepts associated with the design variations are recalled. The iterated profiles are then numerically investigated and compared with respect to key structural criteria such as: (1) their mass, (2) the residual stresses stemming from centrifugal stiffening, (3) the vibratory level under aerodynamic forced response and (4) the vibratory levels when unilateral contact occurs. Significant improvements of the final blade design are found: the need for an early integration of nonlinear structural interactions criteria in the design stage of modern aircraft engines components is highlighted.


2021 ◽  
Vol 162 (44) ◽  
pp. 1769-1775
Author(s):  
Orsolya Horváth ◽  
Enikő Földesi ◽  
Katalin Hegedűs

Összefoglaló. A palliatív ellátások korai bevonása az onkológiai betegek ellátásába előnnyel jár mind a beteg életminősége, mind a kezelés színvonala, mind a költséghatékonyság szempontjából. Szükség van egy olyan modellre, mely alapján a megfelelő időben, a megfelelő beteg a megfelelő minőségű palliatív ellátásban részesül. Ebben a közleményben a palliatív ellátás korai integrációjának előnyei, szintjei és a speciális palliatív ellátás fogalmának ismertetése után a leginkább elterjedt beutalási modellek előnyeit és hátrányait mutatjuk be a nemzetközi szakirodalom alapján. A speciális palliatív ellátást igénylő betegek kiszűrésére szolgáló, prognózisalapú modellek hátránya, hogy nincs elég kapacitás az ilyen módon beutalt nagyszámú beteg ellátására, ezért széles körben nem terjedtek el. A tüneteken alapuló modellek sokszor bonyolultak és a mindennapi klinikai gyakorlatban nem használatosak. Az új kutatások alapján egyszerű, gyakorlatias kérdéssorokat alkalmaznak, melyekkel könnyen kiemelhetők, akik profitálnak a speciális palliatív intervencióból. Ezek közül a Yale egyetemi és a PALLIA -10 modellt ismertetjük részletesen. Amennyiben az aktív onkológiai ellátást végzők a megfelelő palliatív beutalási kritériumokat ismerik és alkalmazzák, a betegek időben jutnak a megfelelő komplex kezeléshez anélkül, hogy a palliatív ellátórendszer túlterhelődne. Orv Hetil. 2021; 162(44): 1769–1775. Summary. Early integration of palliative care into the trajectory of cancer care brings advantages into the patients’ quality of life, the level of care and cost-efficiency, too. On the basis of a predefined model, the right patient may receive the right level of palliative care at the right time. Having defined the advantages, the levels of early integration of palliative care and the concept of special palliative care, we also aim to describe the advantages and disadvantages of the most common referral models on the basis of international literature in this article. The drawback of prognosis-based models to identify patients needing special palliative care is the lack of capacity to provide care for the large number of patients so recognised; therefore they have not become widespread. Needs-based models tend to be complicated and thus rarely applied in everyday clinical practice. On the basis of new researches, simple, pragmatic questionnaires are utilised through which the patients who could benefit from special palliative care interventions are easy to identify. Here we give a detailed report of the Yale University and PALLIA-10 models. On condition that appropriate palliative referral criteria are known and applied by active oncology care providers, patients may receive adequate complex care without the palliative care system being overloaded. Orv Hetil. 2021; 162(44): 1769–1775.


2016 ◽  
Vol 7 (14) ◽  
pp. 1968-1978 ◽  
Author(s):  
Vittorina Zagonel ◽  
Riccardo Torta ◽  
Vittorio Franciosi ◽  
Antonella Brunello ◽  
Guido Biasco ◽  
...  

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