BIOENGINEER

Deep learning framework sharpens low-dose CT images while cutting noise

Researchers report a deep learning framework called ShearFocusNet that denoises low-dose CT images by combining ...
BIOENGINEER

Deep learning sharpens ultra-low-dose PET/MR scans in Alzheimer’s disease feasibility study

A retrospective feasibility study reports that a deep learning network substantially improved simulated ultra-low-dose ...
Phys.org

Using geometry and physics to explain feature learning in deep neural networks

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...
Boston University

Data-Efficient Deep Learning using Physics-Informed Neural Networks

Abstract: A grand challenge with great opportunities is to develop a coherent framework that enables blending conservation laws, physical principles, and/or phenomenological behaviours expressed by ...
American Physical Society

Machine-Learning Model Reveals Protein-Folding Physics

An algorithm that already predicts how proteins fold might also shed light on the physical principles that dictate this folding. Figure 1: Roney and Ovchinnikov have proposed a mechanism by which the ...

Physics is not a subject for rote memorization — A science graduate student explains "Calculus-based Physics for High School Students"

Nice to meet you, I'm Tricera. I am a graduate student in information engineering, and my research focuses on the ...