This study presents a comprehensive assessment of faunal diversity on the University Rajasthan campus, critical green space in rapidly urbanizing city Jaipur, India. Through systematic observational surveys conducted over year 2024, we identified 109 species across 3 phyla, 5 classes, 29 order and 74 families, with Arthropoda dominating (73.5%), followed by Chordata (24.8%) Annelida (1.8%). The high arthropods, particularly pollinators like bees, underscores their ecological importance...

With the proliferation of social platforms for online shopping, accurately predict- ing item categories from multilingual reviews has become crucial informed decision-making. This paper addresses significant challenge categoriz- across diverse languages by enhancing Transformer models review classification, addressing key challenges such as efficiency, scalability, and interpretability. To improve model we integrate sparse attention mechanisms using mBert, XLM-RoBERTa, distillation via...

Major disruptions in tokamak pose a serious threat to the vessel and its surrounding pieces of equipment. The ability systems detect any behavior that can lead disruption help alerting system beforehand prevent harmful effects. Many machine learning techniques have already been use at large tokamaks like JET ASDEX, but are not suitable for ADITYA, which is comparatively small. Through this work, we discuss new real-time approach predict time ADITYA validate results on an experimental...

The performance of students in higher education India is a turning point the academics for all their brightest career. In today's generation amount data stored educational database increasing at great rate. These databases contain secret information improvement students' performance; these can be located different nodes distributed system. Classification and prediction are among major techniques Data mining widely used various fields. this paper classification student environment. methods...

For a prime [Formula: see text] and positive integer text], let be the finite field of characteristic non-chain ring for text]. In this paper, we study text]-cyclic codes over Further, application these in finding DNA codes. Toward this, first define Gray map to find classical using Later, conditions code reversible. Finally, provide algebraic method with some better parameters.

For a prime p and positive integer e, let <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\mathbb {F}_{p^{e}}$ </tex-math></inline-formula> be the finite field of order notation="LaTeX">$p^{e}$ notation="LaTeX">$\mathfrak {R}_{\ell } $ non-chain ring given by :=\mathbb {F}_{p^{e}}[v]/\langle v^{\ell -1\rangle,~\ell \gt 1$ . This study presents notation="LaTeX">$(\theta _{1},\delta _{1},\beta _{1})$ -cyclic...

This work introduces a novel approach to constructing DNA codes from linear over non-chain extension of $\mathbb{Z}_4$. We study $(\text{\textbaro},\mathfrak{d}, \gamma)$-constacyclic the ring $\mathfrak{R}=\mathbb{Z}_4+\omega\mathbb{Z}_4, \omega^2=\omega,$ with an $\mathfrak{R}$-automorphism $\text{\textbaro}$ and $\text{\textbaro}$-derivation $\mathfrak{d}$ $\mathfrak{R}.$ Further, we determine generators $\mathfrak{R}$ any arbitrary length establish reverse constraint for these codes....

The citrus plant is found to be potent analgesic, anti-inflammatory, antioxidant, anthelmintic, antibacterial, antifungal agent. Citrus a significant source of bioactive compounds as the are suitable for controlling different human diseases. fruits and their components have rich flavonoids, carotenoids, compounds. There need development awareness uses such in life saving threating diseases by using This manuscript discloses conservation species its important that highly required body use...

Abstract: OpenAI Codex is an AI system that converts natural language into code, shows how the software can be used to build simple websites and rudimentary games, translate between different programming languages, answer data science queries. The user enters English commands software. For example, Create a web page with menu on side title at top will this code. model behind GitHub Copilot, developed launched in partnership GitHub. proficient over 10 languages interpret execute your behalf,...

Tubulin is a biological target for several multiple clinically used anticancer drugs which responsible chromosome segregation, cell shape maintenance, transport, motility, and organelle dispersion, among other things. For decades, medicines that the microtubule, such as taxanes vinca alkaloids, have formed cornerstone of many chemotherapy regimens. However, these substantial drawbacks, prompting development new microtubule targeting compounds. The pyrazole ring system critical component...

In the present advanced time, innovation plays a vital part inside improvement of business, E-commerce, and Finance. days Network security become significant thought. Internet gives great facility to everyone like internet banking, Online shopping, Communications, organizations or associations. Therefore, online exchange cash requires most extreme secret information put away move over Internet. The these exchanges has made it more important because high impact Cybercrimes on Digital Money....

In this paper, we quantitatively (mathematically) reason the energy savings achieved by Leveling and Sectoring protocol. Due to constraints on sensor nodes (in terms of supply energy) awareness has become crucial in networking protocol stack. The understanding routing protocols along with a network would help opti-mization efficient .We provide analytical modelling wastage absence considering form binary tree, nested tree Q-ary tree. simulation results reflect Levelling based hybrid

&lt;p&gt;It's a collaborative effort of JMI, AIIMS, and ICMR, New Delhi, India.&lt;/p&gt; &lt;p&gt;"&lt;strong&gt;Dynamic Web Server for ESKAPEE Pathogen classification&lt;/strong&gt;" is the deployment robust machine learning model which accepts raw clinical sequences i.e. SRA data in fast/fq format, classifies it into 8 classes &lt;u&gt;&lt;em&gt;Enterococcus&lt;/em&gt;&lt;/u&gt; &lt;u&gt;&lt;em&gt;faecium&lt;/em&gt;&lt;/u&gt;, &lt;u&gt;&lt;em&gt;Staphylococcus&lt;/em&gt;&lt;/u&gt;...

For a prime $p$ and positive integer $m$, let $\mathbb{F}_{p^m}$ be the finite field of characteristic $p$, $\mathfrak{R}_l:=\mathbb{F}_{p^m}[v]/\langle v^l-v\rangle$ non-chain ring. In this paper, we study $(\sigma,\delta)$-cyclic codes over $\mathfrak{R}_l$. Further, application these in finding DNA codes. Towards this, first define Gray map to find classical using ring Later, conditions for code reversible $(\sigma, \delta)$-cyclic code. Finally, algebraic method provides many better parameters.

7,8-Dihydroxyflavone (DHF) is a naturally occurring flavonoid that being actively investigated as therapeutic modality in the treatment of neurological disorders. A recent study also indicated oral DHF supplementation protected female but not male mice from diet-induced obesity. However, mechanisms underlying this sexually-dimorphic effects were known. The aim work to investigate sex-specific flavonoid. Age-matched and given ad libitum access high fat-diet drinking water containing vehicle...

The cabbage aphid, Brevicoryne brassicae (Hemiptera: Aphididae), is a cosmopolitan insect pest that attacks cruciferous crops.It causes plant deformities, stunting, or killing of young plants thereby resulting in 35-75 per cent yield losses.The present investigation was conducted during 2020-2021 at

&lt;p&gt;It's a collaborative effort of JMI, AIIMS, and ICMR, New Delhi, India.&lt;/p&gt; &lt;p&gt;"&lt;strong&gt;Dynamic Web Server for ESKAPEE Pathogen classification&lt;/strong&gt;" is the deployment robust machine learning model which accepts raw clinical sequences i.e. SRA data in fast/fq format, classifies it into 8 classes &lt;u&gt;&lt;em&gt;Enterococcus&lt;/em&gt;&lt;/u&gt; &lt;u&gt;&lt;em&gt;faecium&lt;/em&gt;&lt;/u&gt;, &lt;u&gt;&lt;em&gt;Staphylococcus&lt;/em&gt;&lt;/u&gt;...