Mykhaylo Marfeychuk
Papers
1
Total Citations
3
H-Index
1
About
Mykhaylo Marfeychuk is an emerging researcher specializing in autonomous systems, control theory, and marine robotics, with a particular focus on advancing the capabilities of autonomous underwater vehicles (AUVs). His most notable work, "Enhancing AUV Autonomy with Model Predictive Path Integral Control" (2023), demonstrates his commitment to solving real-world challenges in underwater exploration and inspection. In this research, Marfeychuk investigates the application of Model Predictive Path Integral (MPPI) control — a sophisticated sampling-based optimization framework — to enable AUVs to dynamically adapt to unpredictable and complex underwater environments. This contribution addresses a critical bottleneck in marine autonomy: building control systems robust enough to ensure mission success despite environmental variability. Though early in his citation trajectory with 3 citations, Marfeychuk's work sits at a timely intersection of robotics, optimal control, and ocean technology, fields experiencing rapid growth driven by demands in climate monitoring, infrastructure inspection, and deep-sea exploration. His research positions him as a promising contributor to the next generation of intelligent autonomous systems operating in some of Earth's most challenging and least understood environments.
Research Focus
Key Achievements
Top Papers
- 1Enhancing AUV Autonomy with Model Predictive Path Integral Control3 citations · 2023