Habiba A. Ibrahim

Papers

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About

Dr. Habiba A. Ibrahim is a pioneering researcher at the intersection of robotics, artificial intelligence, and biomedical engineering. Her work spans three transformative domains: the kinematic modeling of parallel manipulators, the design of medical nanorobots, and the development of safe rehabilitation robotics. Her most influential contribution, "Deep Learning Based Kinematic Modeling of 3-RRR Parallel Manipulator," has garnered 43 citations, establishing a novel framework that integrates neural networks with traditional robotics to enhance precision in complex mechanical systems. In parallel, her comprehensive review "Medical nanorobots: Design, applications and future challenges" (21 citations) has become a foundational reference for researchers exploring nanoscale robotic interventions in healthcare. Dr. Ibrahim’s recent work addresses a critical safety challenge in rehabilitation robotics—direct human-robot interaction. Her paper "Modeling and Control of a Novel Design of Series Elastic Actuator for Upper Limb Rehabilitation" introduces an innovative SEA design that prioritizes patient safety through compliant actuation, a vital contribution as the field of assistive robotics expands. By bridging deep learning, nanotechnology, and human-centered design, Dr. Ibrahim’s research not only advances theoretical understanding but also paves the way for safer, more intelligent robotic systems in clinical and industrial applications.