Engineering | Optics | Physics Deep learning reconstruction algorithm for frequency-resolved optical gating. July 1, 2024
Computer Science | Mathematics | Physics Can physics-informed neural networks beat the finite element method? June 27, 2024
Engineering | Physics Learning dynamical systems from data: An introduction to physics-guided deep learning. June 24, 2024
Engineering | Meteorology | Physics Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems. June 14, 2024
Computer Vision | Physics Single-pixel imaging based on self-supervised conditional mask classifier-free guidance. June 11, 2024
Imaging Science | Physics Time-gated imaging through dense fog via physics-driven Swin transformer. June 11, 2024
Nuclear Medicine | Physics | Radiology ICF-PR-Net: a deep phase retrieval neural network for X-ray phase contrast imaging of inertial confinement fusion capsules. June 11, 2024
Physics | Statistical Mechanics Deep learning probability flows and entropy production rates in active matter. June 11, 2024
Chemistry | Physics Accelerating Molecular Vibrational Spectra Simulations with a Physically Informed Deep Learning Model. June 3, 2024
Fluid Dynamics | Mathematics | Physics Recurrent flow patterns as a basis for two-dimensional turbulence: Predicting statistics from structures. May 31, 2024
Material Science | Physics Surface plasmons-phonons for mid-infrared hyperspectral imaging. May 29, 2024