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physics.comp-ph2026
Principles and Techniques for Agentic Research in Experimental Physics
Niko R. Reed, Declan M. Daly, Andrew J. Beling +4
The use of artificial intelligence (AI) in physics research is increasingly common, yet few guidelines exist for its effective use. Starting with a principles-based approach, we ou…
physics.comp-ph2024★ 11 cited
Machine Learning for Improved Current Density Reconstruction from 2D Vector Magnetic Images
Niko R. Reed, Danyal Bhutto, Matthew J. Turner +8
The reconstruction of electrical current densities from magnetic field measurements is an important technique with applications in materials science, circuit design, quality contro…