Understanding the Magnetic Microstructure through Experiments and Machine Learning Algorithms

• Published in: ACS applied materials & interfaces Vol. 14; no. 44; pp. 50318 - 50330
• Main Authors: Talapatra, Abhishek, Gajera, Udaykumar, P, Syam Prasad, Arout Chelvane, Jeyaramane, Mohanty, Jyoti Ranjan
• Format: Journal Article
• Language: English
• Published: United States American Chemical Society 21.10.2022
• Subjects: Surfaces, Interfaces, and Applications; magnetic force microscopy; magnetic domains; machine learning; micromagnetic simulation; convolutional neural network

Advanced machine learning techniques have unfurled their applications in various interdisciplinary areas of research and development. This paper highlights the use of image regression algorithms based on advanced neural networks to understand the magnetic properties directly from the magnetic micros...