DEQ-MPI: A deep equilibrium reconstruction with learned consistency for magnetic particle imaging
Magnetic particle imaging (MPI) offers unparalleled contrast and resolution for tracing
magnetic nanoparticles. A common imaging procedure calibrates a system matrix (SM) that …
magnetic nanoparticles. A common imaging procedure calibrates a system matrix (SM) that …
Robustness and exploration of variational and machine learning approaches to inverse problems: An overview
This paper provides an overview of current approaches for solving inverse problems in
imaging using variational methods and machine learning. A special focus lies on point …
imaging using variational methods and machine learning. A special focus lies on point …
[HTML][HTML] Research on State Diagnosis Methods of UHF Partial Discharge Sensors Based on Improved ViT
Y Liu, Z Hu, L Cheng, Y Wang, C Chen - Applied Sciences, 2024 - mdpi.com
UHF partial discharge sensors are key equipment for substation monitoring, but they are
subject to complex multi-physical field stresses in substation applications, which leads to a …
subject to complex multi-physical field stresses in substation applications, which leads to a …
An -adaptive Loop Unrolled Architecture for Solving Inverse Problems with Forward Model Mismatch
In inverse problems (IP) we aim to recover the underlying signal from noisy measurements
that are generated according to a known forward model. Classical methods for solving IPs …
that are generated according to a known forward model. Classical methods for solving IPs …