Chemistry | Materials Science | Physics Machine Learning for Accurate Force Calculations in Molecular Dynamics Simulations. August 13, 2020
Chemistry | Materials Science | Physics Data-driven coarse-grained modeling of polymers in solution with structural and dynamic properties conserved. August 13, 2020
Machine Learning | Physics Deep learning on the 2-dimensional Ising model to extract the crossover region with a variational autoencoder. August 7, 2020
Engineering | Physics Compressive ghost imaging through scattering media with deep learning. July 20, 2020
Optics | Physics Simulation acceleration for transmittance of electromagnetic waves in 2D slit arrays using deep learning. June 30, 2020
Imaging Science | Physics | Radiology Deep learning for high-resolution and high-sensitivity interferometric phase contrast imaging. June 19, 2020
Chemistry | Physics Application of deep learning in quantitative analysis of the infrared spectrum of logging gas. June 16, 2020
Chemistry | Materials Science | Physics Predicting optical spectra for optoelectronic polymers using coarse-grained models and recurrent neural networks. June 9, 2020
Chemistry | Materials Science | Physics Optimization and validation of a deep learning CuZr atomistic potential: Robust applications for crystalline and amorphous phases with near-DFT accuracy. April 23, 2020
Physics | Quantum Mechanics Deep Learning for Feynman’s Path Integral in Strong-Field Time-Dependent Dynamics. April 3, 2020