Physics | Radiology High-resolution limited-angle phase tomography of dense layered objects using deep neural networks. September 18, 2019
Machine Learning | Physics A high-bias, low-variance introduction to Machine Learning for physicists. August 16, 2019
Chemistry | Computer Science | Physics Neural networks-based variationally enhanced sampling. August 16, 2019
Engineering | Materials Science | Physics Deep Learning: A Rapid and Efficient Route to Automatic Metasurface Design. August 5, 2019
Optical Engineering | Physics Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks. July 22, 2019
Astrophysics | Physics Reduced-Order Modeling with Artificial Neurons for Gravitational-Wave Inference. July 9, 2019
Engineering | Physics Deep learning enabled superfast and accurate M evaluation for fiber beams. June 29, 2019
Astronomy | Physics Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations. May 17, 2019
Materials Science | Physics Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials. April 18, 2019
Machine Learning | Physics Interpretable machine learning for inferring the phase boundaries in a nonequilibrium system. April 5, 2019
Computer Science | Economics | Finance | Mathematics | Physics Solving high-dimensional partial differential equations using deep learning. February 22, 2019
Materials Science | Physics Non-monotonic, lily-like twist distribution in toroidal nematics. February 15, 2019