3 papers
physics.geo-ph2025
EFKAN: A KAN-Integrated Neural Operator For Efficient Magnetotelluric Forward Modeling
Feng Wang, Hong Qiu, Yingying Huang +3
Magnetotelluric (MT) forward modeling is fundamental for improving the accuracy and efficiency of MT inversion. Neural operators (NOs) have been effectively used for rapid MT forwa…
eess.IV2024
Low-Dose CT Reconstruction Using Dataset-free Learning
Feng Wang, Renfang Wang, Hong Qiu
Low-Dose computer tomography (LDCT) is an ideal alternative to reduce radiation risk in clinical applications. Although supervised-deep-learning-based reconstruction methods have d…
physics.geo-ph2024
Seismic Traveltime Tomography with Label-free Learning
Feng Wang, Bo Yang, Renfang Wang +1
Deep learning techniques have been used to build velocity models (VMs) for seismic traveltime tomography and have shown encouraging performance in recent years. However, they need…