Electromagnetics | Photonics Harnessing the Missing Spectral Correlation for Metasurface Inverse Design. July 1, 2024
Energy Harvesting Technologies | Materials Science | Photonics Inverse Design of Photonic Surfaces via High throughput Femtosecond Laser Processing and Tandem Neural Networks. April 30, 2024
Machine Learning | Optics | Photonics Hybrid supervised and reinforcement learning for the design and optimization of nanophotonic structures. April 4, 2024
Engineering | Optics | Virtual Reality Tandem neural network-assisted inverse design of highly efficient diffractive slanted waveguide grating. April 4, 2024
Materials Science | Physics MagGen: A Graph-Aided Deep Generative Model for Inverse Design of Permanent Magnets. March 14, 2024
Engineering | Materials Science Fast inverse design of microstructures via generative invariance networks. January 6, 2024
Engineering | Nanotechnology More Than 30 000-fold Field Enhancement of Terahertz Nanoresonators Enabled by Rapid Inverse Design. December 7, 2023
Deep Learning | Materials Science | Optics Back-propagation optimization and multi-valued artificial neural networks for highly vivid structural color filter metasurfaces. December 4, 2023
Nanophotonics | Photonics Deep Convolutional Mixture Density Network for Inverse Design of Layered Photonic Structures. November 30, 2023
Engineering | Materials Science | Physics Inverse design of metasurfaces with customized transmission characteristics of frequency band based on generative adversarial networks. November 29, 2023
Chemistry | Computational Chemistry | Materials Science Deep learning workflow for the inverse design of molecules with specific optoelectronic properties. November 17, 2023
Chemistry | Materials Science | Physics An invertible, invariant crystal representation for inverse design of solid-state materials using generative deep learning. November 3, 2023