Papers
2
Total Citations
16
H-Index
2
About
Ghanta Sai Krishna is an emerging researcher at the intersection of robotics, control systems, and intelligent automation, with a particular focus on applying machine learning to real-world engineering challenges. His work demonstrates a strong commitment to developing practical, impactful systems that bridge theoretical innovation with applied solutions. Krishna's most recognized contribution is "Epersist" (2022), a two-wheeled self-balancing robot that ingeniously combines classical PID control with deep reinforcement learning to stabilize an inherently unstable inverse pendulum system. Garnering 11 citations, this work highlights his expertise in robust control mechanisms and autonomous systems design. Complementing this, his research on "dScout" (2022), an unmanned ground vehicle for automated plant disease detection and precision pesticide application, reflects his broader interest in Agriculture Cyber-Physical Systems (A-CPS). With 5 citations, this project addresses critical challenges in Indian agriculture, where crop disease significantly impacts both productivity and economic stability. Collectively, Krishna's research signals a promising trajectory in autonomous robotics and smart agriculture — fields of growing global importance. His ability to tackle complex, nonlinear problems using hybrid AI-driven approaches makes him a researcher worth following as these domains continue to rapidly evolve.
Research Focus
Key Achievements
Top Papers
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