Deep-learning-enabled self-adaptive microwave cloak without human intervention

Experimental Observation of Superscattering

(2019) Chao Qian et al.   PHYSICAL REVIEW LETTERS

Identifying topological order through unsupervised machine learning

(2019) Joaquin F. Rodriguez-Nieva et al.   Nature Physics

Spatiotemporal light control with active metasurfaces

(2019) Amr M. Shaltout et al.   SCIENCE

Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials

(2018) Wei Ma et al.   ACS Nano

Dual-Band Fresnel Zone Plate Antenna With Independently Steerable Beams

(2018) Huan Li et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Reconfigurable Vanadium Dioxide Nanomembranes and Microtubes with Controllable Phase Transition Temperatures

(2018) Ziao Tian et al.   NANO LETTERS

Adaptive infrared-reflecting systems inspired by cephalopods

(2018) Chengyi Xu et al.   SCIENCE

Nanophotonic particle simulation and inverse design using artificial neural networks

(2018) John Peurifoy et al.   Science Advances

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Plasmonic nanostructure design and characterization via Deep Learning

(2018) Itzik Malkiel et al.   Light-Science & Applications

Nonlocal Metasurfaces for Optical Signal Processing

(2018) Hoyeong Kwon et al.   PHYSICAL REVIEW LETTERS

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Machine learning in materials informatics: recent applications and prospects

(2017) Rampi Ramprasad et al.   npj Computational Materials

Full-Polarization 3D Metasurface Cloak with Preserved Amplitude and Phase

(2016) Yihao Yang et al.   ADVANCED MATERIALS

Dynamic Reflection Phase and Polarization Control in Metasurfaces

(2016) Junghyun Park et al.   NANO LETTERS

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Transient response of a signal through a dispersive invisibility cloak

(2016) Chao Qian et al.   OPTICS LETTERS

Optically reconfigurable metasurfaces and photonic devices based on phase change materials

(2015) Qian Wang et al.   Nature Photonics

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

An ultrathin invisibility skin cloak for visible light

(2015) X. Ni et al.   SCIENCE

Three-dimensional broadband omnidirectional acoustic ground cloak

(2014) Lucian Zigoneanu et al.   NATURE MATERIALS

Experimental Demonstration of a Bilayer Thermal Cloak

(2014) Tiancheng Han et al.   PHYSICAL REVIEW LETTERS

An Active Metamaterial for Polarization Manipulating

(2014) Xiaoliang Ma et al.   Advanced Optical Materials

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

A full-parameter unidirectional metamaterial cloak for microwaves

(2012) Nathan Landy et al.   NATURE MATERIALS

From metamaterials to metadevices

(2012) Nikolay I. Zheludev et al.   NATURE MATERIALS

Light Propagation with Phase Discontinuities: Generalized Laws of Reflection and Refraction

(2011) N. Yu et al.   SCIENCE

MUSIC-Like DOA Estimation Without Estimating the Number of Sources

(2009) Ying Zhang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Experimental Verification of Plasmonic Cloaking at Microwave Frequencies with Metamaterials

(2009) Brian Edwards et al.   PHYSICAL REVIEW LETTERS

Ultrabroadband Elastic Cloaking in Thin Plates

(2009) Mohamed Farhat et al.   PHYSICAL REVIEW LETTERS

Broadband Ground-Plane Cloak

(2009) R. Liu et al.   SCIENCE