Marian Gheorghe

Papers

Total Citations

272

H-Index

About

Marian Gheorghe is a pioneering researcher at the intersection of membrane computing and robotics, whose work bridges theoretical computer science with real-world engineering challenges. His primary research areas include membrane computing (P systems), bio-inspired control systems, and autonomous robotics. Gheorghe’s major contribution lies in demonstrating the practical applicability of membrane computing—a computational paradigm inspired by biological cells—to control complex robotic systems. His seminal paper, “Real-life Applications with Membrane Computing” (2017, 177 citations), established a foundational framework for deploying P systems in tangible engineering contexts. In his highly cited work on nonholonomic wheeled mobile robots (2015, 93 citations), Gheorghe proposed an innovative trajectory tracking controller that integrates feed-forward and feedback controls, effectively translating abstract membrane computing models into robust kinematic control laws. This work showcased how enzymatic numerical P systems can solve real-time control problems with biological elegance. His most recent research (2024) continues this trajectory, exploring test-driven simulation of robot controllers using enzymatic numerical P systems. With over 270 cumulative citations, Gheorghe’s work has inspired a generation of researchers to view membrane computing not merely as a theoretical curiosity, but as a viable tool for intelligent, adaptive robotic systems.