Government expenditure and theory of efficient private and public finance

The efficient government finance will increase economic growth and thereby income distribution. This research has been formulated an efficiency theory of production and finance. This research compared the government expenditure patterns into two situations. One, when a government borrows and accordingly allocates resources for productive expenditures for private and public finance. Another situation is that when a government borrows and fixed the resources for productive expenditure for only public finance. A comparative efficiency theory of production and finance are being formulated to test the general equilibrium of production of goods and services. This general equilibrium theory of efficient production of a firm has been made a conclusion that government resource allocation in both for private and public finance is efficient and never creates economic distortion even if these resources are borrowed form domestic sources. These domestic sources might be private commercials banks or any other financial institutions. The government resource allocation is not efficient when the government borrowing is fixed only for increasing public finance. This process implies diminishing return and thus increases public expenditure implicitly. Increasing nonproductive government expenditure will expand the size of the government and accordingly reduce economic growth in the long run. But both the private and public finance from borrowing will not hamper the efficiency of the production of a firm and accordingly reduce economic distortion. The tendency of reducing economic distortion will ultimately increase economic growth and economic welfare as well.Keywords: Finance; Government Expenditure

Government expenditure and theory of efficient private and public finance

The efficient government finance will increase economic growth and thereby income distribution. This research has been formulated an efficiency theory of production and finance. This research compared the government expenditure patterns into two situations. One, when a government borrows and accordingly allocates resources for productive expenditures for private and public finance. Another situation is that when a government borrows and fixed the resources for productive expenditure for only public finance. A comparative efficiency theory of production and finance are being formulated to test the general equilibrium of production of goods and services. This general equilibrium theory of efficient production of a firm has been made a conclusion that government resource allocation in both for private and public finance is efficient and never creates economic distortion even if these resources are borrowed form domestic sources. These domestic sources might be private commercials banks or any other financial institutions. The government resource allocation is not efficient when the government borrowing is fixed only for increasing public finance. This process implies diminishing return and thus increases public expenditure implicitly. Increasing nonproductive government expenditure will expand the size of the government and accordingly reduce economic growth in the long run. But both the private and public finance from borrowing will not hamper the efficiency of the production of a firm and accordingly reduce economic distortion. The tendency of reducing economic distortion will ultimately increase economic growth and economic welfare as well

Government expenditure and theory of efficient private and public finance

The efficient government finance will increase economic growth and thereby income distribution. This research has been formulated an efficiency theory of production and finance. This research compared the government expenditure patterns into two situations. One, when a government borrows and accordingly allocates resources for productive expenditures for private and public finance. Another situation is that when a government borrows and fixed the resources for productive expenditure for only public finance. A comparative efficiency theory of production and finance are being formulated to test the general equilibrium of production of goods and services. This general equilibrium theory of efficient production of a firm has been made a conclusion that government resource allocation in both for private and public finance is efficient and never creates economic distortion even if these resources are borrowed form domestic sources. These domestic sources might be private commercials banks or any other financial institutions. The government resource allocation is not efficient when the government borrowing is fixed only for increasing public finance. This process implies diminishing return and thus increases public expenditure implicitly. Increasing nonproductive government expenditure will expand the size of the government and accordingly reduce economic growth in the long run. But both the private and public finance from borrowing will not hamper the efficiency of the production of a firm and accordingly reduce economic distortion. The tendency of reducing economic distortion will ultimately increase economic growth and economic welfare as well

GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos

Automated surgical step recognition is an important task that can significantly improve patient safety and decision-making during surgeries. Existing state-of-the-art methods for surgical step recognition either rely on separate, multi-stage modeling of spatial and temporal information or operate on short-range temporal resolution when learned jointly. However, the benefits of joint modeling of spatio-temporal features and long-range information are not taken in account. In this paper, we propose a vision transformer-based approach to jointly learn spatio-temporal features directly from sequence of frame-level patches. Our method incorporates a gated-temporal attention mechanism that intelligently combines short-term and long-term spatio-temporal feature representations. We extensively evaluate our approach on two cataract surgery video datasets, namely Cataract-101 and D99, and demonstrate superior performance compared to various state-of-the-art methods. These results validate the suitability of our proposed approach for automated surgical step recognition. Our code is released at: https://github.com/nisargshah1999/GLSFormerComment: Accepted to MICCAI 2023 (Early Accept

Study of the Variation of Resistivity, Permeability and Curie Temperature of Rare Earth Metal lanthanum (la) Substitution on Ni0.60Zn0.40-xLax Fe2O4(x=0.05, 0.10, 0.15) Ferrites.

In the present work, ferrites with compositions of Ni0.60Zn0.40-xRexFe2O4where x=0.05, 0.10, 0.15 were prepared by conventional Solid State Reaction Method. The samples were pre sintered at 10000 C for 4 hours in air and sintered at 12500 C for 3 hours. The influence of Lanthanum (la) substitution on various properties of Ni-Zn ferrites have been studied in this work.  Investigations were carried out by the measurements of AC resistivity, Permeability and Curie temperature of the sample. AC resistivity has been found to be decreased of the samples. The initial magnetic permeability remains constant up to 10 MHz thenceforth sharply fall to very low values at higher frequencies and again remain constant from 9 MHz to 120 MHz and onward due to Zn deficient of Ni -Zn ferrites with substituting of La.  The sharp directress of permeability at T = Tc indicates the samples good homogeneity. The TC is found to increase with increasing Zn-deficient by substituting rare earth metal lanthanum (La). 

Immobilization of cellulase enzyme onto iron oxide nanoparticles to improve thermal and pH stability

Lignocellulosic enzymes have been used in the pretreatment and hydrolysis of the biomass, are getting special attention to produce the sustainable green biofuel. However, free enzymes not only difficult to separate from reaction media but also highly temperature and pH sensitive, so a controlled environment is required to maintain. A proper immobilization support material needs to adopt to improve their stability and reusability. In this research, cellulase immobilized magnetic nanoparticles were prepared to improve thermal and pH stability and reusability of enzyme

In vitro antioxidant, reducing power, free radical scavenging and membrane stabilizing activities of seeds of Syzygium cumini L.

Different extractives of Syzygium cumini seeds were evaluated by free radical (DPPH) scavenging assay, phosphomolybdenum total antioxidant assay and reducing power determination in order to identify promising sources of antioxidants along with its membrane stabilizing activity. The total phenolic content was also determined and expressed in gallic acid equivalent. Here, butylated hydroxytoluene (BHT) and ascorbic acid (ASA) were used as standard antioxidants. The membrane stabilizing activity was assessed by using erythrocytes in hypotonic solution and was compared with acetyl salicylic acid. A positive correlation was observed between total phenolic content and total antioxidant activity as well as reducing power of S. cumini having correlation coefficient (R2 ) values of 0.8177 and 0.9818, respectively. In the present studies, the methanol extract and its aqueous and petroleum ether soluble partitionates demonstrated significant antioxidant potentials.Colegio de Farmacéuticos de la Provincia de Buenos Aire

Enzymatic pretreatment of lignocellulosic biomass: An overview

Lignocellulosic biomass is nature's most abundant alternative source of biofuels replacing traditional fossil fuels. Globally, more than 70% of renewable energy depends on biomass and contributes 14% of the total energy supply. The pretreatment of lignocellulosic biomass is to remove lignin, modify the lignin structure, reduce the cellulose crystallinity and increase the porosity and surface area of lignocellulosic material. The pretreatment of lignocellulosic biomass is one of the most expensive steps for biomass conversion and consumes about 40% of total costs. Traditionally physical and chemical methods have been used for the pretreatment of lignocellulosic biomass. However, these methods are unsustainable and have a huge negative impact on the environment. Pretreatment by the lignocellulosic laccase enzyme can overcome these problems. So the pretreatment of lignocellulosic biomass has been studied, presenting special attention to the enzymatic pretreatment of lignocellulosic biomass