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#21Chemistry & Material ScienceFront Page7 April 2026

Beyond the Pattern: How Forensic Fingerprint Analysis Could Reveal Your Exercise Habits

Researchers have combined mass spectrometry with machine learning to analyse the fat molecules left behind in fingerprints. This approach could allow investigators to determine a suspect's physical activity levels, even if the fingerprint pattern does not match any existing database.

By Patten, Buckman Johnson, Forsman, Lee

#22Physics & AstronomyFront Page26 December 2025

Physics-guided deep learning: Escaping the electromagnetic bottleneck

Researchers have developed a self-supervised forward solver that drastically accelerates the training of inverse electromagnetic problems. By embedding Maxwell’s equations directly into the loss function, the model achieves high accuracy without the computational drag of traditional methods.

By Guo, Bialkowski, Abbosh

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