Miracle-dz/UniFAR-FTUs huggingface dataset:
Virtual full-duplex relay selection in relay-assisted cognitive radio networks

In this paper, we propose a virtual full-duplex relay selection scheme in order to improve the achievable rate of secondary system in relay-assisted undelay cognitive radio (CR) networks. The proposed scheme first allocates transmit powers of transmitting nodes considering the interference constraint given by the primary system. Then, the best transmitting and receiving relay pair is selected based on max-max relay selection criterion. It is evaluated through simulations in terms of the average end-to-end rate, compared with the state-of-the art half-duplex relay selection scheme for CR networks. The results show that the proposed scheme can achieve almost the double rate by removing a half-duplex limitation. In addition, the effects of number of relays and buffer size are also provided.
Effects of sodium bicarbonate and potassium chloride drinking water supplementation. 1. Performance and exterior carcass quality of broilers grown under thermoneutral or cyclic heat-stress conditions.

Two broiler trials were conducted using two environmentally controlled chambers. From 4 to 8 wk of age in Trial 1, and from 5 to 8 wk of age in Trial 2, male broilers were grown under either constant environmental conditions [25 C, 50% relative humidity (RH)], or a daily cyclic heat stress period (4 h of 35 to 38 C, 40% RH). One of four water solutions was provided to each of 16 pens per chamber: 1) 5% NaHCO3: 2) . 5% KCl; 3) . 5% KCl and NaHCO3, or 4) an unsupplemented control of tap water. Seven-wk body weight, 8-wk weight, weight gain, water consumption, infected feather follicle score, prekill and carcass without giblets weight were all significantly (P less than .05) affected by environmental treatment in both trials. In Trial 1, a significant effect due to water treatment was detected for infected feather follicle score, with control broilers significantly less afflicted than broilers on the other three water treatments. In Trial 2, a significant (P less than .05) temperature treatment effect was detected for abdominal fat pad weight, where differences in fat pad weight were found among water treatments under constant conditions but not under cyclic environmental conditions. These differences in fat pad weight, when expressed as a percentage of carcass weight, were at a probability of . 0814. Overall, no appreciable improvements were detected in the broiler production parameters measured under either environmental regimen for the water treatments tested.
Sex differences in body weight of chicken embryos.

Experiments were conducted to determine if sex differences in body weight of chickens exist prior to hatching and to determine if growth of twin embryos is affected by the sex of their siblings. The mean wet BW of male embryos was significantly greater than that of females at 11, 13, and 18 days of incubation, whether expressed on an absolute basis or as a percentage of egg weight. The mean dry weight of male embryos was not different from that of females at 11 days of incubation. Male dry weights were not different from female weights at 13 days of incubation in one experiment (P = .540) but approached significance (P = .078) at this age in another experiment. The mean dry weight of males was significantly greater than that of females at 18 days of incubation. Vascular anastomoses between twin embryos in double yolk eggs were demonstrated by the exchange of 125I between the twins. Fifteen-day-old twin embryos in double-yolked eggs were significantly lighter than single embryos developing in double-yolked eggs. Female embryos twinned with females were slightly but not significantly lighter than males twinned with males. Mixed sex twins tended to be lighter than unisex twins. Females twinned with males were significantly lighter than males twinned with males. The data do not support the concept that a male humoral factor is responsible for more rapid growth of male embryos.
Introduction to Dynamics and Control in Mechanical Engineering Systems

Description: An introductory textbook covering dynamics and controls of engineering systems, with particular focus on mechanical engineering systems-Presents and illustrates the process of translating systems in the physical world to mathematical models in the conceptual world during the derivations of equations of motion-Includes problems and solutions-Contains a separate chapter for operating principles of sensors or transducers and their equations of motion-Covers graphical methods for control system analysis and design-Presents modern control system analysis as a foundation for a second or graduate course in control engineering-Includes applications of MATLAB® for numerical solutions to various questions in system dynamics in order to verify exact solutions and enhance understanding as well as interpretation of solutions Contents: Preface xiii Acknowledgements xv
Normative reference values for high school-aged American football players.

The purpose of the present report was to provide test- and position-specific normative reference values for combine test results based on a large, nationally-representative sample of high school-aged American football players in their freshman, sophomore, and junior classes. Cross-sectional anthropometric and performance data were obtained from 12 different high school American football recruiting combines between March 7, 2015 and January 9, 2016 across the United States. Subjects included a sample (n=7,478) of high school-aged American football athletes in their junior (n=3,779), sophomore (n=2,514), and freshman (n=1,185) classes. The database included combine date, school state, position, class, height, weight, 40-yard dash (40YD), pro-agility (PA), 3-cone (3C), vertical jump (VJ), broad jump (BJ), and power push-up (PPU). Each player self-classified their American football positions as defensive back (DB), defensive end (DE), defensive linemen (DL), linebacker (LB), offensive linemen (OL), quarterback (QB), running back (RB), tight end (TE), or wide receiver (WR). Test- and position- specific normative values were generated by aggregating data from freshmen, sophomore, and junior classes. Mean differences were found among classes for all positions and all measurements (p≤0.05), except for TE weight (p>0.05). Greater difference for all variables were observed from freshmen to sophomore classes than from sophomore to junior classes. These normative reference values may provide realistic comparisons and evaluations in performance for young American football players, parents, and coaches with collegiate football aspirations. High school strength and conditioning professionals should use these norms to set attainable goals and reward accomplishments for young football players.
Direct and ozone‐mediated forcing of the Southern Annular Mode by greenhouse gases

We assess the roles of long‐lived greenhouse gases and ozone depletion in driving meridional surface pressure gradients in the southern extratropics; these gradients are a defining feature of the Southern Annular Mode. Stratospheric ozone depletion is thought to have caused a strengthening of this mode during summer, with increasing long‐lived greenhouse gases playing a secondary role. Using a coupled atmosphere‐ocean chemistry‐climate model, we show that there is cancelation between the direct, radiative effect of increasing greenhouse gases by the also substantial indirect—chemical and dynamical—feedbacks that greenhouse gases have via their impact on ozone. This sensitivity of the mode to greenhouse gas‐induced ozone changes suggests that a consistent implementation of ozone changes due to long‐lived greenhouse gases in climate models benefits the simulation of this important aspect of Southern Hemisphere climate.
Graphene Oxide as a Nanocarrier for a Theranostics Delivery System of Protocatechuic Acid and Gadolinium/Gold Nanoparticles

We have synthesized a graphene oxide (GO)-based theranostic nanodelivery system (GOTS) for magnetic resonance imaging (MRI) using naturally occurring protocatechuic acid (PA) as an anticancer agent and gadolinium (III) nitrate hexahydrate (Gd) as the starting material for a contrast agent,. Gold nanoparticles (AuNPs) were subsequently used as second diagnostic agent. The GO nanosheets were first prepared from graphite via the improved Hummer’s protocol. The conjugation of the GO and the PA was done via hydrogen bonding and π–π stacking interactions, followed by surface adsorption of the AuNPs through electrostatic interactions. GAGPA is the name given to the nanocomposite obtained from Gd and PA conjugation. However, after coating with AuNPs, the name was modified to GAGPAu. The physicochemical properties of the GAGPA and GAGPAu nanohybrids were studied using various characterization techniques. The results from the analyses confirmed the formation of the GOTS. The powder X-ray diffraction (PXRD) results showed the diffractive patterns for pure GO nanolayers, which changed after subsequent conjugation of the Gd and PA. The AuNPs patterns were also recorded after surface adsorption. Cytotoxicity and magnetic resonance imaging (MRI) contrast tests were also carried out on the developed GOTS. The GAGPAu was significantly cytotoxic to the human liver hepatocellular carcinoma cell line (HepG2) but nontoxic to the standard fibroblast cell line (3T3). The GAGPAu also appeared to possess higher T1 contrast compared to the pure Gd and water reference. The GOTS has good prospects of serving as future theranostic platform for cancer chemotherapy and diagnosis.
Combined behavioural markers of cognitive biases are associated with anhedonia

ABSTRACT Biases towards negative information, as well as away from positive information, are associated with psychopathology. Examining biases in multiple processes has been theorised to be more predictive than examining bias in any process alone. Anhedonia is a core symptom of psychopathology and predictive of future psychopathological symptoms. Finding that combined biases are associated with anhedonia would advance knowledge of the nature of emotional processing biases and the value of objective performance-based measures for identifying early risk markers. Participants (N = 139) completed tasks that assess latency bias (dot probe) and biased recognition (two-alternative forced-choice) of emotional information, as well as an anhedonia measure. An index was computed for each task’s performance reflecting biased processing of positive and negative words. Only combined biases on both tasks were associated with anhedonia. Attentional bias was positively associated with anhedonia, but only when recognition bias for emotional words was high. Thus, assessing biases in multiple domains increased sensitivity to uncover relationships between emotional processing biases and anhedonic symptoms.
Landscape control of nitrous oxide emissions during the transition from conservation reserve program to perennial grasses for bioenergy

Future liquid fuel demand from renewable sources may, in part, be met by converting the seasonally wet portions of the landscape currently managed for soil and water conservation to perennial energy crops. However, this shift may increase nitrous oxide (N2O) emissions, thus limiting the carbon (C) benefits of energy crops. Particularly high emissions may occur during the transition period when the soil is disturbed, plants are establishing, and nitrate and water accumulation may favor emissions. We measured N2O emissions and associated environmental drivers during the transition of perennial grassland in a Conservation Reserve Program (CRP) to switchgrass (Panicum virgatum L.) and Miscanthus x giganteus in the bottom 3‐ha of a watershed in the Ridge and Valley ecoregion of the northeastern United States. Replicated treatments of CRP (unconverted), unfertilized switchgrass (switchgrass), nitrogen (N) fertilized switchgrass (switchgrass‐N), and Miscanthus were randomized in four blocks. Each plot was divided into shoulder, backslope, and footslope positions based on the slope and moisture gradient. Soil N2O flux, soil moisture, and soil mineral nitrogen availability were monitored during the growing season of 2013, the year after the land conversion. Growing season N2O flux showed a significant vegetation‐by‐landscape position interaction (P < 0.009). Switchgrass‐N and Miscanthus treatments had 3 and 6‐times higher cumulative flux respectively than the CRP in the footslope, but at other landscape positions fluxes were similar among land uses. A peak N2O emission event, contributing 26% of the cumulative flux, occurred after a 10.8‐cm of rain during early June. Prolonged subsoil saturation coinciding with high mineral N concentration fueled N2O emission hot spots in the footslopes under energy crops. Our results suggest that mitigating N2O emissions during the transition of CRP to energy crops would mostly require a site‐specific management of the footslopes.
Drosophila Gr64e mediates fatty acid sensing via the phospholipase C pathway

Animals use taste to sample and ingest essential nutrients for survival. Free fatty acids (FAs) are energy-rich nutrients that contribute to various cellular functions. Recent evidence suggests FAs are detected through the gustatory system to promote feeding. In Drosophila, phospholipase C (PLC) signaling in sweet-sensing cells is required for FA detection but other signaling molecules are unknown. Here, we show Gr64e is required for the behavioral and electrophysiological responses to FAs. GR64e and TRPA1 are interchangeable when they act downstream of PLC: TRPA1 can substitute for GR64e in FA but not glycerol sensing, and GR64e can substitute for TRPA1 in aristolochic acid but not N-methylmaleimide sensing. In contrast to its role in FA sensing, GR64e functions as a ligand-gated ion channel for glycerol detection. Our results identify a novel FA transduction molecule and reveal that Drosophila Grs can act via distinct molecular mechanisms depending on context.
A Learning-based Framework to Handle Multi-round Multi-party Influence Maximization on Social Networks

Considering nowadays companies providing similar products or services compete with each other for resources and customers, this work proposes a learning-based framework to tackle the multi-round competitive influence maximization problem on a social network. We propose a data-driven model leveraging the concept of meta-learning to maximize the expected influence in the long run. Our model considers not only the network information but also the opponent's strategy while making a decision. It maximizes the total influence in the end of the process instead of myopically pursuing short term gain. We propose solutions for scenarios when the opponent's strategy is known or unknown and available or unavailable for training. We also show how an effective framework can be trained without manually labeled data, and conduct several experiments to verify the effectiveness of the whole process.
Developing a scalable training model in global mental health: pilot study of a video-assisted training Program for Generalist Clinicians in Rural Nepal

Background. In low- and middle-income countries, mental health training often includes sending few generalist clinicians to specialist-led programs for several weeks. Our objective is to develop and test a video-assisted training model addressing the shortcomings of traditional programs that affect scalability: failing to train all clinicians, disrupting clinical services, and depending on specialists. Methods. We implemented the program -video lectures and on-site skills training- for all clinicians at a rural Nepali hospital. We used Wilcoxon signed-rank tests to evaluate pre- and post-test change in knowledge (diagnostic criteria, differential diagnosis, and appropriate treatment). We used a series of ‘Yes’ or ‘No’ questions to assess attitudes about mental illness, and utilized exact McNemar's test to analyze the proportions of participants who held a specific belief before and after the training. We assessed acceptability and feasibility through key informant interviews and structured feedback. Results. For each topic except depression, there was a statistically significant increase (Δ) in median scores on knowledge questionnaires: Acute Stress Reaction (Δ = 20, p = 0.03), Depression (Δ = 11, p = 0.12), Grief (Δ = 40, p < 0.01), Psychosis (Δ = 22, p = 0.01), and post-traumatic stress disorder (Δ = 20, p = 0.01). The training received high ratings; key informants shared examples and views about the training's positive impact and complementary nature of the program's components. Conclusion. Video lectures and on-site skills training can address the limitations of a conventional training model while being acceptable, feasible, and impactful toward improving knowledge and attitudes of the participants.
Probabilistic and Considerate Attestation of IoT Devices against Roving Malware

Remote Attestation (RA) is a popular means of detecting malware presence (or verifying its absence) on embedded and IoT devices. It is especially relevant to low-end devices that are incapable of protecting themselves against infection. Malware that is aware of ongoing or impending attestation and aims to avoid detection can relocate itself during computation of the attestation measurement. In order to thwart such behavior, prior RA techniques are either noninterruptible or explicitly forbid modification of storage during measurement computation. However, since the latter can be a time-consuming task, this curtails availability of device’s other (main) functions, which is especially undesirable, or even dangerous, for devices with timeand/or safety-critical missions. In this paper, we propose SMARM , a light-weight technique, based on shuffled measurements, as a defense against roving malware. In SMARM , memory is measured in a randomized and secret order. This does not impact device’s availability – the measurement process can be interrupted, even by malware, which can relocate itself at will. We analyze various malware behaviors and show that, while malware can escape detection in a single attestation instance, it is highly unlikely to avoid eventual detection.
Antioxidant Supplement Inhibits Skeletal Muscle Constitutive Autophagy rather than Fasting-Induced Autophagy in Mice

In this study, we tested the hypothesis that NAC administration leads to reduced oxidative stress and thus to decreased expression of autophagy markers in young mice. Our results reveal that NAC administration results in reduced muscle mRNA levels of several autophagy markers, including Beclin-1, Atg7, LC3, Atg9, and LAMP2. However, NAC supplement fails to block the activation of skeletal muscle autophagy in response to fasting, because fasting significantly increases the mRNA level of several autophagy markers and LC3 lipidation. We further examined the effects of NAC administration on mitochondrial antioxidant capacity in fed and 24-hour fasted mice. Our results clearly show that NAC administration depresses the expression of manganese superoxide dismutase (MnSOD) and TP53-induced glycolysis and apoptosis regulator (TIGAR), both of which play a predominant antioxidant role in mitochondria by reducing ROS level. In addition, we found no beneficial effect of NAC supplement on muscle mass but it can protect from muscle loss in response to fasting. Collectively, our findings indicate that ROS is required for skeletal muscle constitutive autophagy, rather than starvation-induced autophagy, and that antioxidant NAC inhibits constitutive autophagy by the regulation of mitochondrial ROS production and antioxidant capacity.
The Theory of Dyadic Illness Management

Despite the importance of both members of the adult patient–care partner dyad, a majority of research on illness management is focused on the patient or the care partner. The basic principle of the Theory of Dyadic Illness Management is that illness management is a dyadic phenomenon; the theory focuses extensively on the dyad as an interdependent team. The way dyads appraise illness as a unit influences the ways in which they engage in behaviors to manage illness together in a recursive fashion that influences dyadic health. Optimizing the health of both members of the dyad is a goal of the theory. In turn, the health of the dyad can feedback to influence how they appraise and manage illness together. Finally, dyadic illness management is an inherently variable process that is influenced by several contextual factors. Supportive evidence and implications for practice and future research are presented.
Bacterial Adhesion and Hemocompatibility Behavior of TiN, TiO2 Single and TiN/TiO2 Multilayer Coated 316L SS for Bioimplants

Magnetron sputtering techniques was used to deposit TiN, TiO2 single layer and TiN/TiO2 multilayer coatings on 316L stainless steel (316L SS) substrates. The crystallinity, surface topography and roughness parameters of uncoated (316L SS) and coated specimens were examined. The anti adhesion and antibacterial behavior of S.aureus (gram (+) ve) and E.coli (gram (-) ve) strains on uncoated and coated substrates were determined by live/dead staining using epifluorescence microscopy. Results demonstrate that the coated samples undergo drastic reduction of bacterial adhesion and negligible effect of antimicrobial activity. Further, coated substrates exhibit less platelets activation than that of uncoated substrates.
The influence of feeding diets containing different calcium-phosphorous ratios on the laying hen.

Six experiments were conducted to determine the influence of feeding diets containing different calcium-phosphorus (Ca:P)ratios at different times on the laying hen. Feeding a diet containing 0.75% P from 6 a.m. to 11 a.m. and a diet containing 1.50% P from 3 p.m. to 8 p.m. decreased serum calcium in three or four experiments and decreased specific gravity of eggs in four of four experiments, when compared to that of the birds fed the control diet which contained 0.75% P during both time periods. Specific gravity of eggs from hens fed a diet containing 0.75% P from 6 a.m. to 11 a.m. and a diet containing 0.33% P from 3 p.m. to 8 p.m. was increased in three of four experiments. Although the differences are not significant, with one exception, the trend in the experiments indicate that the level of P in the diet and time of intake can influence shell quality and serum calcium. The dietary treatments had no significant influence on feed consumption, egg production or egg weight during any of these experiments. It was postulated that the adverse or beneficial effect on specific gravity of eggs and serum calcium as a result of feeding diets containing various CaP ratios was due to the influence on calcium absorption and/or bone resorption.
Regulation of ryanodine receptor RyR2 by protein-protein interactions: prediction of a PKA binding site on the N-terminal domain of RyR2 and its relation to disease causing mutations

Protein-protein interactions are the key processes responsible for signaling and function in complex networks. Determining the correct binding partners and predicting the ligand binding sites in the absence of experimental data require predictive models. Hybrid models that combine quantitative atomistic calculations with statistical thermodynamics formulations are valuable tools for bioinformatics predictions. We present a hybrid prediction and analysis model for determining putative binding partners and interpreting the resulting correlations in the yet functionally uncharacterized interactions of the ryanodine RyR2 N-terminal domain. Using extensive docking calculations and libraries of hexameric peptides generated from regulator proteins of the RyR2 channel, we show that the residues 318-323 of protein kinase A, PKA, have a very high affinity for the N-terminal of RyR2. Using a coarse grained Elastic Net Model, we show that the binding site lies at the end of a pathway of evolutionarily conserved residues in RyR2. The two disease causing mutations are also on this path. The program for the prediction of the energetically responsive residues by the Elastic Net Model is freely available on request from the corresponding author.