Medical Physics | Radiology Magnetic Resonance Electrical Properties Tomography Based on Modified Physics-Informed Neural Network and Multiconstraints. April 19, 2024
Biomedical Engineering | Cardiology Unsupervised Denoising and Super-Resolution of Vascular Flow Data by Physics-informed Machine Learning. March 26, 2024
Nuclear Engineering | Reactor Physics Physics-informed neural network with transfer learning (TL-PINN) based on domain similarity measure for prediction of nuclear reactor transients. October 6, 2023
Gastroenterology | Radiology MRI-MECH: mechanics-informed MRI to estimate esophageal health. June 26, 2023
Cardiology | Radiology QOCT-Net: A Physics-Informed Neural Network for Intravascular Optical Coherence Tomography Attenuation Imaging. May 16, 2023
Computational Mechanics | Engineering Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity. March 26, 2023
Deep Learning | Physics Data driven soliton solution of the nonlinear Schrödinger equation with certain P T-symmetric potentials via deep learning. June 1, 2022