E-connectivity Infrastructure and Usage of Software Applications by Gram Panchayats

The study was conducted to assess the e-connectivity infrastructure available in the Gram Panchayat (Village council) and analyze the software applications adopted by the Gram Panchayats. The study area was three blocks of Coimbatore district, Tamil Nadu viz., Karamadai, Periyanaickenpalayam and Thondamuthur. A total of 36 Gram Panchayat presidents formed the sample. The study revealed that all the Gram Panchayats from three blocks were well equipped with e-connectivity, Because of this the respondents were able to adopt the software applications for reducing paper work in the Gram Panchayat

Macro and Micro-fungi mediated synthesis of Silver

Silver nanoparticles of size ranging from 1 ∼ 100 nm are petite metallic colloidal particles, with its applications in diagnostics, biomarkers, imaging, cell labeling and drug delivery. Fungus-mediated synthesis of silver nanoparticles is an ecofriendly andgreen process with a comparatively simpler downstream processing. In the presentstudy, the ability of macrofungi and pine stand soil fungi was evaluated for their ability tosynthesize both extracellular as well as intracellular silver nanoparticles. When the macroand microfungi were challenged with 1 mM silver nitrate, colour change of the cell freefiltrates indicated the formation of silver nanoparticles. The presence of silvernanoparticles was confirmed by Surface Plasmon Resonance absorption band in visiblewavelength visualized every 24h upto 72h.Silver nanoparticles are known to possess asharp peak in a range of 400-450 nm and peaks observed at 457nm, 403nm and 414nm bymushroom support their synthesis in comparison to that of 349nm by soil fungi.Transmission Electron Microscopic analysis of the silver nanoparticles revealed thenanorange, dimensions and structural conformation ofbio synthesized nanoparticles.Synergistic study of the synthesized nanoparticles revealed a significant antibacterialactivity against four pathogens viz. MTCC 730 (Escherichia coli), MTCC 1925(Streptococcus pyogenes), MTCC 96 (Staphylococcus aureus) and MTCC 430 (Bacilluscereus).Additionally, the silver nanoparticles inhibited the growth of the yeastpathogen MTCC 183 (Candida albicans) which showed synergistic enhancement inactivity along with flucanazole. The fungal samples were analyzed for phytochemicalconstituents who led to reduction of silver nitrate into nanoparticles. The results obtainedindicated that the experimental voucher fungus are more competent than soil fungi insynthesizing silver nanoparticles and can be used a potent natural antibacterial source forvarious pharmaceutical and textile applications

Micellar-polymer for enhanced oil recovery for Upper Assam Basin

One of the major enhanced oil recovery (EOR) processes is chemical flooding especially for the depleted reservoirs. Chemical flooding involves injection of various chemicals like surfactant, alkali, polymer etc. to the aqueous media. Bhogpara and Nahorkatiya are two depleted reservoirs of upper Assam basin where chemical flooding can be done to recover the trapped oil that cannot be recovered by conventional flooding process. Micellar-polymer (MP) flooding involves injection of micelle and polymer to the aqueous phase to reduce interfacial tension and polymer is added to control the mobility of the solution, which helps in increasing both displacement and volumetric sweep efficiency and thereby leads to enhanced oil recovery. This work represents the use of black liquor as micelle or surfactant that is a waste product of Nowgong Paper Mills, Jagiroad, Assam, which is more efficient than the synthetic surfactants. The present study examines the effect of MP flooding through the porous media of two depleted oil fields of upper Assam basin i.e. Bhogpara and Nahorkatiya for MP EOR. This work also compares the present MP flood with the earlier work done on surfactant (S) flooding. It was experimentally determined that the MP flood is more efficient EOR process for Bhogpara and Nahorkatiya reservoirs. The study will pertain to the comprehensive interfacial tension (IFT) study and the displacement mechanism in conventional core samples

MAC: A Meta-Learning Approach for Feature Learning and Recombination

Optimization-based meta-learning aims to learn an initialization so that a new unseen task can be learned within a few gradient updates. Model Agnostic Meta-Learning (MAML) is a benchmark algorithm comprising two optimization loops. The inner loop is dedicated to learning a new task and the outer loop leads to meta-initialization. However, ANIL (almost no inner loop) algorithm shows that feature reuse is an alternative to rapid learning in MAML. Thus, the meta-initialization phase makes MAML primed for feature reuse and obviates the need for rapid learning. Contrary to ANIL, we hypothesize that there may be a need to learn new features during meta-testing. A new unseen task from non-similar distribution would necessitate rapid learning in addition reuse and recombination of existing features. In this paper, we invoke the width-depth duality of neural networks, wherein, we increase the width of the network by adding extra computational units (ACU). The ACUs enable the learning of new atomic features in the meta-testing task, and the associated increased width facilitates information propagation in the forwarding pass. The newly learnt features combine with existing features in the last layer for meta-learning. Experimental results show that our proposed MAC method outperformed existing ANIL algorithm for non-similar task distribution by approximately 13% (5-shot task setting)Comment: 20 pages, 3 figures, 2 graph

Large-scale enhancement in aerosol absorption in the lower free troposphere over continental India during spring

Aerosol absorption in the lower troposphere over continental India was assessed using extensive measurements of the vertical distribution of absorption coefficients aboard an instrumented aircraft. Measurements were made from seven base stations during winter (November–December 2012) and spring (April–May 2013), supplemented by the data from the networks of surface observatories. A definite enhancement in aerosol absorption has been observed in the lower free troposphere over the Indo-Gangetic Plain (IGP) during spring, along with a reduction near the surface. The regional mean aerosol absorption optical depth (AAOD) over IGP, which was derived from aircraft observations (integrated from the ground to 3 km), increased from 0.020 ± 0.009 in winter to 0.048 ± 0.01 in spring. The columnar AAOD depicted weak and distinctly different seasonal variations than that of surface level black carbon mass concentrations. This contrasting difference in the seasonality indicates the presence of elevated layers of absorbing aerosols during spring in association with the long-range transport and vertical convective lofting of aerosols

E-connectivity Infrastructure and Usage of Software Applications by Gram Panchayats

The study was conducted to assess the e-connectivity infrastructure available in the Gram Panchayat (Village council) and analyze the software applications adopted by the Gram Panchayats. The study area was three blocks of Coimbatore district, Tamil Nadu viz., Karamadai, Periyanaickenpalayam and Thondamuthur. A total of 36 Gram Panchayat presidents formed the sample. The study revealed that all the Gram Panchayats from three blocks were well equipped with e-connectivity, Because of this the respondents were able to adopt the software applications for reducing paper work in the Gram Panchayat