42 research outputs found

    Phase Behavior of Aqueous Na-K-Mg-Ca-CI-NO3 Mixtures: Isopiestic Measurements and Thermodynamic Modeling

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    A comprehensive model has been established for calculating thermodynamic properties of multicomponent aqueous systems containing the Na{sup +}, K{sup +}, Mg{sup 2+}, Ca{sup 2+}, Cl{sup -}, and NO{sub 3}{sup -} ions. The thermodynamic framework is based on a previously developed model for mixed-solvent electrolyte solutions. The framework has been designed to reproduce the properties of salt solutions at temperatures ranging from the freezing point to 300 C and concentrations ranging from infinite dilution to the fused salt limit. The model has been parameterized using a combination of an extensive literature database and new isopiestic measurements for thirteen salt mixtures at 140 C. The measurements have been performed using Oak Ridge National Laboratory's (ORNL) previously designed gravimetric isopiestic apparatus, which makes it possible to detect solid phase precipitation. Water activities are reported for mixtures with a fixed ratio of salts as a function of the total apparent salt mole fraction. The isopiestic measurements reported here simultaneously reflect two fundamental properties of the system, i.e., the activity of water as a function of solution concentration and the occurrence of solid-liquid transitions. The thermodynamic model accurately reproduces the new isopiestic data as well as literature data for binary, ternary and higher-order subsystems. Because of its high accuracy in calculating vapor-liquid and solid-liquid equilibria, the model is suitable for studying deliquescence behavior of multicomponent salt systems

    Whole-genome sequencing reveals host factors underlying critical COVID-19

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    Critical COVID-19 is caused by immune-mediated inflammatory lung injury. Host genetic variation influences the development of illness requiring critical care1 or hospitalization2,3,4 after infection with SARS-CoV-2. The GenOMICC (Genetics of Mortality in Critical Care) study enables the comparison of genomes from individuals who are critically ill with those of population controls to find underlying disease mechanisms. Here we use whole-genome sequencing in 7,491 critically ill individuals compared with 48,400 controls to discover and replicate 23 independent variants that significantly predispose to critical COVID-19. We identify 16 new independent associations, including variants within genes that are involved in interferon signalling (IL10RB and PLSCR1), leucocyte differentiation (BCL11A) and blood-type antigen secretor status (FUT2). Using transcriptome-wide association and colocalization to infer the effect of gene expression on disease severity, we find evidence that implicates multiple genes—including reduced expression of a membrane flippase (ATP11A), and increased expression of a mucin (MUC1)—in critical disease. Mendelian randomization provides evidence in support of causal roles for myeloid cell adhesion molecules (SELE, ICAM5 and CD209) and the coagulation factor F8, all of which are potentially druggable targets. Our results are broadly consistent with a multi-component model of COVID-19 pathophysiology, in which at least two distinct mechanisms can predispose to life-threatening disease: failure to control viral replication; or an enhanced tendency towards pulmonary inflammation and intravascular coagulation. We show that comparison between cases of critical illness and population controls is highly efficient for the detection of therapeutically relevant mechanisms of disease

    Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks

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    Hybrid IT2 NSFLS-1 Used to Predict the Uncertain MXNUSD Exchange Rate

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    Saving Jobs, Promoting Democracy: Worker Co-Operatives

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    peer reviewedThe article examines transformative alternatives that may offer pathways to a more participative, sustainable and equitable social order. It focuses on one form of alternative, worker-owned co-operatives, and argues this existing form of democratic and economic relations has already proven capacity to generate more equitable socio-economic outcomes and residual social capital. The worker-owned model is located within an ideological framework that focuses on the inherent democratising principles of their praxis that can in the right circumstances underpin firm strategic foundations for radical social change. It examines the development of worker-owned co-ops in Ireland north and south and the obstacles that need to be overcome to make these a more feasible and common form of economic ownership. Reflecting on the current debate in Ireland it argues such co-ops cannot work effectively without a secure legal framework governing their status and softer supports including entrepreneurship development, leadership training, market research, accessing loan finance and grant aid, inter-cooperative networking and federation building. The article poses workers’ co-operatives as sites of political struggle and consciousness, expressed in co-operatives’ core values including sovereignty of labour, the subordinate nature of capital, democracy, inter-cooperation and sustainability, and in tangible democratic experiences and transformative praxis
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