In recent years, cyber threats and malicious software attacks have been escalated on various platforms. Therefore, it has become essential to develop automated machine learning methods for defending against malware. the present study, we propose stacked bidirectional long short-term memory (Stacked BiLSTM) generative pre-trained transformer based (GPT-2) deep language models detecting code. We ...

Mental health in children and young people is a global public concern. With the increasing prevalence of mental illnesses significant treatment gap, Health adolescents now The development extensive research field Artificial Intelligence(AI) for healthcare has been quite promising. emergence AI based alternatives could be viable solution reducing gap belonging to low middle income countries. Dev...

Abstract Current language models can generate high-quality text. Are they simply copying text have seen before, or learned generalizable linguistic abstractions? To tease apart these possibilities, we introduce RAVEN, a suite of analyses for assessing the novelty generated text, focusing on sequential structure (n-grams) and syntactic structure. We apply to four neural trained English (an LSTM,...

This work presents an open-source code, FEgen, that generates initial field emission distributions based on the time-dependent Fowler–Nordheim equation. Current in-demand and beam tracking software—such as ASTRA, IMPACT-T, GPT—do not contain native distribution generator functions suitable for emitted electron phase space analysis. The intuitive graphical user interface of FEgen input files sho...

Crocidante asbestos is known to cause cellular damage, leading to asbestosis, bronchogenic carcinoma, and mesothelioma in humans. The mechanism responsible for the carcinogenicity of asbestos is not known. Iron associated with asbestos is thought to play a role by catalyzing the formation of reactive oxygen species, which may cause DNA damage, leading to mutations and cancer. Here, we examined ...

Novel approaches to paracrystalline nanostructures, quasicrystalline nanoclusters, and dynamics are outlined in terms of a generalized paracrystal theory (GPT) of scattering and diffraction that includes single nanoclusters as well. Several examples are presented together with original experimental data for oneto threedimensional paracrystalline and quasi-crystalline lattices, with the latter b...

El objetivo de este estudio fue evaluar el comportamiento productivo cobayos nativos, alimentados con dietas a base forraje y más concentrado. Se utilizaron 36 destetados nativos las provincias Azuay Cañar, los cuales fueron distribuidos bajo un Diseño Completamente al Azar que consistía seis diferentes niveles inclusión gramínea (Lolium multiflorum) leguminosa (Medicago sativa) o sin la adició...

The post larvae (PL) of Macrobrachium rosenbergii (2.5 cm and 0.15g) were subjected to static renewal type acute toxicity tests against cadmium chloride (CdCl2), chromium trioxide (CrO3) and lead nitrate (Pb(NO3)2). The 96 h LC50 values were calculated to be 58.93 μg/L, 2.08 mg/L and 25.97 mg/L for CdCl2, CrO3 and Pb(NO3)2 respectively. PL were exposed to the 96 h LC50 concentrations of these h...