AUTHOR=Zhang Liangyuan , Gepreel Khaled A. , Yu Jiahui TITLE=He’s frequency formulation for fractal-fractional nonlinear oscillators: a comprehensive analysis JOURNAL=Frontiers in Physics VOLUME=Volume 13 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/physics/articles/10.3389/fphy.2025.1542758 DOI=10.3389/fphy.2025.1542758 ISSN=2296-424X ABSTRACT=This mini-review focuses on He’s frequency formulation for fractal-fractional nonlinear oscillators. It examines the significance and applications of this formulation in understanding and analyzing the frequency-amplitude relationship within a fractal space. The review analyses the key features and advantages of He’s frequency formulation, highlighting its role in providing a straightforward approach to fractal vibration systems compared to traditional methods. Furthermore, it discusses an open problem for future research.