Biomechanics | Physical Therapy Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals. March 11, 2024
Acoustics | Physics | Signal Processing Room impulse response reconstruction with physics-informed deep learning. February 11, 2024
Computer Vision | Imaging Science | Optics Three-dimensional integral imaging-based image descattering and recovery using physics informed unsupervised CycleGAN. February 1, 2024
Civil Engineering | Structural Engineering Physics-informed deep learning for structural vibration identification and its application on a benchmark structure. November 19, 2023
Geophysics | Hydraulic Engineering | Seismology Physics-informed deep learning to forecast [Formula: see text] during hydraulic fracturing. August 12, 2023
Cardiology | Radiology Data-efficient Bayesian learning for radial dynamic MR reconstruction. June 27, 2023
Engineering | Meteorology Physics-informed deep learning framework to model intense precipitation events at super resolution. April 24, 2023
Biomechanics | Musculoskeletal Modeling Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG. April 4, 2023
Earth Sciences | Geophysics | Seismology Physics-informed deep learning approach for modeling crustal deformation. November 19, 2022
Deep Learning | Structural Engineering Multi-End Physics-Informed Deep Learning for Seismic Response Estimation. May 28, 2022
Medical Physics | Radiation Oncology | Radiology Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning. May 11, 2022
Agricultural Science | Pathology Physics-informed deep learning characterizes morphodynamics of Asian soybean rust disease. November 6, 2021