Intelligent metasurface imager and recognizer

Machine-learning reprogrammable metasurface imager

(2019) Lianlin Li et al.   Nature Communications

Inverse-designed metastructures that solve equations

(2019) Nasim Mohammadi Estakhri et al.   SCIENCE

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Precise Localization of Multiple Noncooperative Objects in a Disordered Cavity by Wave Front Shaping

(2018) Philipp del Hougne et al.   PHYSICAL REVIEW LETTERS

Plasmonic nanostructure design and characterization via Deep Learning

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

Space-time-coding digital metasurfaces

(2018) Lei Zhang et al.   Nature Communications

Programmable time-domain digital coding metasurface for nonlinear harmonic manipulation and new wireless communication systems

(2018) Jie Zhao et al.   National Science Review

Enhancing Capacity of Spatial Multiplexing Systems Using Reconfigurable Cavity-Backed Metasurface Antennas in Clustered MIMO Channels

(2018) Insang Yoo et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

DeepNIS: Deep Neural Network for Nonlinear Electromagnetic Inverse Scattering

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

Real-Time and Noncontact Impulse Radio Radar System for $\mu \text{m}$ Movement Accuracy and Vital-Sign Monitoring Applications

(2017) Wei-Ping Hung et al.   IEEE SENSORS JOURNAL

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Holography of Wi-fi Radiation

(2017) Philipp M. Holl et al.   PHYSICAL REVIEW LETTERS

Electromagnetic reprogrammable coding-metasurface holograms

(2017) Lianlin Li et al.   Nature Communications

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

A Survey on Wireless Indoor Localization from the Device Perspective

(2016) Jiang Xiao et al.   ACM COMPUTING SURVEYS

TensorFlow: learning functions at scale

(2016) Martín Abadi   ACM SIGPLAN NOTICES

We Can Hear You with Wi-Fi!

(2016) Guanhua Wang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Metalenses at visible wavelengths: Diffraction-limited focusing and subwavelength resolution imaging

(2016) Mohammadreza Khorasaninejad et al.   SCIENCE

Transmission-Type 2-Bit Programmable Metasurface for Single-Sensor and Single-Frequency Microwave Imaging

(2016) Yun Bo Li et al.   Scientific Reports

A programmable metasurface with dynamic polarization, scattering and focusing control

(2016) Huanhuan Yang et al.   Scientific Reports

Dynamic metamaterial aperture for microwave imaging

(2015) Timothy Sleasman et al.   APPLIED PHYSICS LETTERS

Ultra-wideband radar-based accurate motion measuring: human body landmark detection and tracking with biomechanical constraints

(2015) Xiaoxiao Dai et al.   IET Radar Sonar and Navigation

Computational imaging: Machine learning for 3D microscopy

(2015) Laura Waller et al.   NATURE

Visible-frequency hyperbolic metasurface

(2015) Alexander A. High et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Big–deep–smart data in imaging for guiding materials design

(2015) Sergei V. Kalinin et al.   NATURE MATERIALS

Metasurface holograms reaching 80% efficiency

(2015) Guoxing Zheng et al.   Nature Nanotechnology

Learning approach to optical tomography

(2015) Ulugbek S. Kamilov et al.   Optica

Terahertz compressive imaging with metamaterial spatial light modulators

(2014) Claire M. Watts et al.   Nature Photonics

Coding metamaterials, digital metamaterials and programmable metamaterials

(2014) Tie Jun Cui et al.   Light-Science & Applications

An electromechanically reconfigurable plasmonic metamaterial operating in the near-infrared

(2013) Jun-Yu Ou et al.   Nature Nanotechnology

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

(2011) N. Yu et al.   SCIENCE

Reconfigurable Terahertz Metamaterials

(2009) Hu Tao et al.   PHYSICAL REVIEW LETTERS