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Biomedical Engineering | Radiology Physics-Informed Neural Networks for Tissue Elasticity Reconstruction in Magnetic Resonance Elastography. June 3, 2024
Mathematical Modeling | Oncology A review of mechanistic learning in mathematical oncology. March 27, 2024
Acoustics | Physics | Signal Processing Room impulse response reconstruction with physics-informed deep learning. February 11, 2024
Data Science | Epidemiology | Public Health Combining the dynamic model and deep neural networks to identify the intensity of interventions during COVID-19 pandemic. October 18, 2023
Chemistry | Engineering | Physics Physics-Informed Neural Networks with Group Contribution Methods. June 9, 2023
Computational Science | Mathematics | Physics Physics-Informed Neural Networks for Solving Coupled Stokes-Darcy Equation. August 26, 2022
Chemistry | Materials Science Deep learning and inverse discovery of polymer self-consistent field theory inspired by physics-informed neural networks. August 17, 2022
Neurology | Radiology Physics-informed neural networks for brain hemodynamic predictions using medical imaging. March 23, 2022
Ophthalmology Artificial intelligence velocimetry and microaneurysm-on-a-chip for three-dimensional analysis of blood flow in physiology and disease. March 25, 2021