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Author

Mallareddy Adudhodla

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Conference Aug 2026

LLM-based Automated Test Case Generation Framework for Software Quality Assurance

Automated test case generation remains a critical challenge in software engineering, with existing approaches achieving limited branch coverage and mutation scores. Current techniques based on search-based software testing fail to adequately capture semantic information from source code, resulting in test suites that e...

A. S. Lakshmi, G. N. Sarayu, Mallareddy Adudhodla et al. · 0 citations
Open access Sep 2026

Digital twin driven federated multi-agent intelligence for autonomous renewable forecasting and smart grid optimization

A digital twin-driven federated multi-agent intelligence (DT-FMAI) framework that integrates virtual system synchronization, privacy-preserving distributed learning, and cooperative multi-agent control within a unified architecture is proposed.

Pushpa Sreenivasan, K. Gattaiah, N. Hemalatha et al. · 0 citations

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