group modeling
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Mathematics ◽  
2021 ◽  
Vol 9 (21) ◽  
pp. 2682
Author(s):  
Alessandro Tarsi ◽  
Simone Fiori

Helicopters are extraordinarily complex mechanisms. Such complexity makes it difficult to model, simulate and pilot a helicopter. The present paper proposes a mathematical model of a fantail helicopter type based on Lie-group theory. The present paper first recalls the Lagrange–d’Alembert–Pontryagin principle to describe the dynamics of a multi-part object, and subsequently applies such principle to describe the motion of a helicopter in space. A good part of the paper is devoted to the numerical simulation of the motion of a helicopter, which was obtained through a dedicated numerical method. Numerical simulation was based on a series of values for the many parameters involved in the mathematical model carefully inferred from the available technical literature.


2021 ◽  
pp. rapm-2021-102910
Author(s):  
Robert J McCarthy ◽  
Ashley Meng Adams ◽  
Amanda C Sremac ◽  
Wendy Jo Kreider ◽  
Pete L Pelletier ◽  
...  

IntroductionDescriptions of opioid use trajectories and their association with postsurgical pain and opioid consumption are limited. We hypothesized that trajectories of opioid consumption in the first 28 days following surgery would be associated with unique patterns of pain and duration of opioid use.MethodsA prospective longitudinal cohort of patients undergoing elective inpatient abdominal, joint, or spine surgery between June 2016 and June 2019 was studied. At hospital discharge and every 7 days for 28 days, patients were assessed for pain, analgesic use, pain interference, satisfaction, and side effects. Duration of opioid use was determined for 6 months. The primary analysis used latent class group modeling to identify trajectories of opioid use.ResultsDecreasing, high, and persistent opioid trajectories were identified following joint and spine surgery and a decreasing and persistent trajectory following abdominal surgery. Reported pain was greater in the high and persistent trajectories compared with the decreasing use trajectories. Compared with the decreasing opioid trajectory, the median duration of opioid use was increased by 4.5 (95% CI 1 to 22, p<0.01) weeks in persistent opioid use abdominal and by 6 (95% CI 0 to 6, p<0.01) weeks in the high or persistent use joint and spine groups. The odds (95% CI) of opioid use at 6 months in the high or persistent opioid use trajectory was 24.3 (2.9 to 203.4) for abdominal and 3.7 (1.9 to 7.0) for joint or spine surgery compared with the decreasing use trajectory. Morphine milliequivalent per 24 hours of hospitalization was the primary independent predictor of opioid use trajectories.ConclusionsWe observed distinct opioid use trajectories following abdominal and joint or spine surgery that were associated with different patterns of pain and duration of opioid use postoperatively. Prediction of postoperative opioid use trajectory groups may be clinically important for identifying risk of prolonged opioid use.


2021 ◽  
pp. 001316442110120
Author(s):  
Xiaowen Liu ◽  
H. Jane Rogers

Test fairness is critical to the validity of group comparisons involving gender, ethnicities, culture, or treatment conditions. Detection of differential item functioning (DIF) is one component of efforts to ensure test fairness. The current study compared four treatments for items that have been identified as showing DIF: deleting, ignoring, multiple-group modeling, and modeling DIF as a secondary dimension. Results of this study provide indications about which approach could be applied for items showing DIF for a wide range of testing environments requiring reliable treatment.


Author(s):  
Jitendra Kumar ◽  
Y.V. Ramanjaneyulu ◽  
Korra Sathya Babu ◽  
Bidyut Kumar Patra

2020 ◽  
Vol 223 (18) ◽  
pp. jeb219980
Author(s):  
Mehrdad Javidi ◽  
Craig P. McGowan ◽  
David C. Lin

ABSTRACTThe force–velocity (F–V) properties of isolated muscles or muscle fibers have been well studied in humans and other animals. However, determining properties of individual muscles in vivo remains a challenge because muscles usually function within a synergistic group. Modeling has been used to estimate the properties of an individual muscle from the experimental measurement of the muscle group properties. While this approach can be valuable, the models and the associated predictions are difficult to validate. In this study, we measured the in situ F–V properties of the maximally activated kangaroo rat plantarflexor group and used two different assumptions and associated models to estimate the properties of the individual plantarflexors. The first model (Mdl1) assumed that the percent contributions of individual muscles to group force and power were based upon the muscles' cross-sectional area and were constant across the different isotonic loads applied to the muscle group. The second model (Mdl2) assumed that the F–V properties of the fibers within each muscle were identical, but because of differences in muscle architecture, the muscles' contributions to the group properties changed with isotonic load. We compared the two model predictions with independent estimates of the muscles' contributions based upon sonomicrometry measurements of muscle length. We found that predictions from Mdl2 were not significantly different from sonomicrometry-based estimates while those from Mdl1 were significantly different. The results of this study show that incorporating appropriate fiber properties and muscle architecture is necessary to parse the individual muscles' contributions to the group F–V properties.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Faheem Gul Gilal ◽  
Naeem Gul Gilal ◽  
Beenish Tariq ◽  
Rehman Gul Gilal ◽  
Rukhsana Gul Gilal ◽  
...  

PurposeUsing two theoretical lenses – social identity theory and generation cohort theory – the present study analyzes the influence of sport motivations (i.e., patriotism, drama and excitement of the game, nostalgic associations, interest in star players and social influence) on the intentions to watch the International Cricket Council (ICC) Twenty-20 (T20) World Cup of three different generation cohorts (i.e., Generations X, Y and Z).Design/methodology/approachData were collected from N = 499 cricket lovers from Pakistan based on a non-probability sampling technique. Exploratory factor analysis (EFA), confirmatory factor analysis (CFA), structural equation modeling (SEM) and multi-group modeling techniques were used as methods.FindingsSEM results show that cricket fans' intentions to watch the T20 World Cup are positively influenced by patriotism, drama and excitement of the game, and social influence. The results of multi-group modeling reveal significant differences between Generation X-ers, Y-ers and Z-ers regarding the effect of sport motivations on their intentions to watch the ICC T20 World Cup. Specifically, our findings show that for X-ers, interest in star players and nostalgic associations are the main motivations behind watching the T20 World Cup, whereas drama and excitement appeared to be an important predictor for Y-ers, and patriotism and social influence are more likely to increase Z-ers' intentions to watch the T20 World Cup.Originality/valueThis study is the first of its kind to report the motivations of Generations X, Y and Z to watch the T20 World Cup.


2020 ◽  
pp. 119-124
Author(s):  
Roman N. Yastrebinsky ◽  
Alexander A. Karnaukhov

The paper provides a comparative calculation of the radiation protective efficiency of various composite materials based on titanium hydride using multi-group modeling methods using the ANISN program. The calculations showed the high efficiency of titanium hydride composites with respect to neutron and gamma radiation. The relaxation length of the fast neutron flux density in titanium hydride materials is 5.1…7.0 cm. The spatial-energy distribution of neutron radiation in materials is formed by fast neutrons. The dose rate of gamma rays behind the material is determined mainly by capturing gamma rays arising in the initial layer of protection. Introduction to the composition of the protection of boron atoms reduces the level of capture gamma radiation, but does not affect the attenuation of fast neutrons.


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