This paper scrutinized hydraulic fracturing applications mainly in the United States with regard to both groundwater and surface water contamination purpose of bringing forth objective analysis research findings. Results from previous studies are often unconvincing due incomplete database chemical additives; after before well-founded samples define change parameters; specific sources pollution a particular region. Nonetheless, there is superior chance induced by improper less monitored...

With the growing technology and use of same in field farming, it is becoming imperative that be used classification crops weeds as a menace will help farmers to identify distinguish between them accurately. The problem cultivation serious one hampers growth food crops. As such machine learning algorithms ease labor-intensive industry not only justified but also efficient. In following study, comparative analysis popular pre-trained deep models, namely ResNet50, EfficientNetB7, InceptionV3,...

The global health crisis triggered by the SARS-CoV-2 virus has highlighted urgent need for effective treatments. As existing drugs are not specifically targeted at this virus, there is a growing interest in exploring natural antimicrobial peptides such as defensin potential therapeutic options. Human β type 2 (hBD-2), which cationic cysteine-rich peptide, serves initial barrier against bacterial and fungal invaders mammals. It can bind with Spike-RBD occupy same site ACE2 receptor, thereby...

Excitation waves on a subexcitable Belousov-Zhabotinsky (BZ) substrate can be manipulated by chemical variations in the and interactions with other waves. Symbolic assignment interpretation of wave dynamics used to perform logical arithmetic computations. We present analogs elementary logic circuits created entirely from interconnected arrangements individual BZ encapsulated cell-like disk. Interdisk migration is confined carefully positioned connecting pores. This connection limits...

We demonstrate an improved technique for implementing logic circuits in light-sensitive chemical excitable media. The makes use of the constant-speed propagation waves along defined channels medium based on Belousov-Zhabotinsky reaction, with mutual annihilation colliding waves. What distinguishes this work from previous area is that regions where meet at a junction can periodically alternate between permitting and blocking them. These valvelike areas are used to select length time it takes...

Numerous micropollutants, especially endocrine-disrupting compounds (EDCs), can pollute natural aquatic environments causing great concern for human and ecosystem health. While most of the conversation revolves around estrogen androgen, glucocorticoids (GCs) are also prevalent in waters. Despite fact that GCs play a crucial role both inflammatory immunologic development activities, they detected waters considered as one EDCs. Although many researchers have mentioned adverse effect on...

Excitation waves on a sub-excitable Belousov Zhabotinsky (BZ) substrate can be manipulated by chemical variations in the and interactions with other waves. Symbolic assignment interpretation of wave dynamics used to perform logical arithmetic computations. We present analogs elementary logic circuits created entirely from interconnected arrangements individual BZ encapsulated cell like discs. Inter-disc migration is confined carefully positioned connecting pores. This connection limits...

In the modern era of interconnected commerce, digital advancements have brought unparalleled convenience to financial transactions. Yet, this progress has also spawned a pressing challenge: surge in fraudulent activities. From credit card fraud complex money laundering, these deceptive practices inflict substantial losses and erode trust ecosystem. This paper introduces Genetic Algorithm-based Neural Network (GANN) framework as potent solution. GANN merges Algorithms (GAs) Networks (NNs),...

In our recent letter [de Lacy Costello et al., 2009] we described the formation of spontaneous complex tessellations plane constructed in simple chemical reactions between drops metal salts and ferricyanide or ferrocyanide loaded gels. this paper, provide more examples binary extend analysis to via tertiary mixtures reactants. We also a classification system which describes tessellation based on reactivity salt with substrate cross-reactivity primary products. This results balanced where...

Since keeping existing customers costs far less in e-commerce, recruiting new is no longer a wise approach. Therefore, businesses are increasingly putting greater emphasis on lowering their customer churn rate due to the level of competition present business-to-consumer (B2C) e-commerce arena and significant investments necessary recruit customers. Large volumes data about current customers' transactions, searches, frequency purchases, etc. typically held by businesses. Artificial...

Speech perception in an adverse background/noisy environment is a complex and challenging human process, which made even more complicated foreign-accented language for bilingual monolingual individuals. Listeners who have difficulties hearing are affected most by such situation. Despite considerable efforts, the increase speech intelligibility noise remains elusive. Considering this opportunity, study investigates Bengali–English bilinguals native American English monolinguals’ behavioral...

In the authors’ recent paper (de Lacy Costello et al., 2010) authors described formation of complex tessellations plane arising from various reactions metal salts with potassium ferricyanide and ferrocyanide loaded gels. addition to producing colourful these are naturally computing generalised Voronoi diagrams plane. The reported previously were capable calculation three distinct As diffusion coupled a chemical reaction is responsible for then this achieved in parallel. Thus an increase...

Revealing the fundamental cellular progression through systems biology is a long felt task and application of computational models in Inferring Regulations among genes suggested approach to be optimized. Various have been used extract probable structure dynamics such networks from gene expression data. However, capturing complex nonlinear system still big issue worked out. In this paper method based on unique algorithm named ACO+ has proposed for reverse engineering Gene Regulatory Network...