Biomedicine | Chemistry | Material Science | Physics | Radiology Dynamic X-ray speckle-tracking imaging with high-accuracy phase retrieval based on deep learning. December 14, 2023
Physics | Radiology Towards full-stack deep learning-empowered data processing pipeline for synchrotron tomography experiments. December 13, 2023
Engineering | Materials Science | Physics Live imaging of laser machining via plasma deep learning. December 13, 2023
Chemistry | Material Science | Physics Neural functional theory for inhomogeneous fluids: Fundamentals and applications. December 7, 2023
Computer Science | Physics The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion. December 5, 2023
Engineering | Physics | Radiology An efficient ptychography reconstruction strategy through fine-tuning of large pre-trained deep learning model. November 30, 2023
Chemistry | Materials Science | Physics Scaling deep learning for materials discovery. November 29, 2023
Engineering | Materials Science | Physics Inverse design of metasurfaces with customized transmission characteristics of frequency band based on generative adversarial networks. November 29, 2023
High Energy Physics | Machine Learning | Physics Machine Learning Approach to Analyze the Heavy Quark Diffusion Coefficient in Relativistic Heavy Ion Collisions. November 24, 2023
Mathematics | Physics Prediction of phase transition and time-varying dynamics of the (2+1)-dimensional Boussinesq equation by parameter-integrated physics-informed neural networks with phase domain decomposition. November 18, 2023
Engineering | Materials Science | Physics Ferroelectric Domain and Switching Dynamics in Curved InSe: First-Principles and Deep Learning Molecular Dynamics Simulations. November 15, 2023
Computer Science | Engineering | Physics An Efficient Recognition Method for Orbital Angular Momentum via Adaptive Deep ELM. November 14, 2023