Water quality monitoring is a crucial aspect of aquaculture, contributing significantly to the health, productivity, and sustainable management of aquatic environments. It is important to monitor key parameters like pH, dissolved oxygen, turbidity and temperature levels continuously to ensure optimal water conditions...
P. Arepalli, Chin-Shiuh Shieh, Satyanarayana Sanakkayala et al.· Scientific Reports· 0 citations
Image captioning models can produce rapid Sentences, without visual relationships, or insert non-existing plausible objects. A common cause is to compress image evidence into visual symbols that carry a weak neighbourhood context. The multimodal context-enhanced visual representation learning framework (MCVRL) addresse...
E. Divya, Johnson Kolluri, Kiran Siripuri· 2026 7th International Confe...· 0 citations
It is demonstrated that the proposed method is more effective, in terms of the detection, stability, and convergence behavior, than the existing centralized and federated IDS models, and can effectively deal with non-IID data distribution and the extensibility of the approach to different types of distributed network e...
Jothi Prabha Appadurai, Revoori Swetha, V. Srinivas et al.· Scientific Reports· 1 citation
This paper examines quantum algorithms and their computational complexity through a unified framework combining mathematical modeling, system architecture, and empirical evaluation. Key complexity measures circuit depth, gate count, and query complexity are analyzed under NISQ constraints. A hybrid quantum classical op...
