Probability-Density-Based Deep Learning Paradigm for the Fuzzy Design of Functional Metastructures

Systematic design of multiplexed-acoustic-metasurface hologram with simultaneous amplitude and phase modulations

(2019) Yifan Zhu et al.   PHYSICAL REVIEW MATERIALS

Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy

(2019) Wei Ma et al.   ADVANCED MATERIALS

Smart metasurface with self-adaptively reprogrammable functions

(2019) Qian Ma et al.   Light-Science & Applications

Fine manipulation of sound via lossy metamaterials with independent and arbitrary reflection amplitude and phase

(2018) Yifan Zhu et al.   Nature Communications

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Planning chemical syntheses with deep neural networks and symbolic AI

(2018) Marwin H. S. Segler et al.   NATURE

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Computational inverse design of non-intuitive illumination patterns to maximize optical force or torque

(2017) Yoonkyung E. Lee et al.   OPTICS EXPRESS

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Data-driven discovery of partial differential equations

(2017) Samuel H. Rudy et al.   Science Advances

Holograms for acoustics

(2016) Kai Melde et al.   NATURE

Acoustic metamaterials: From local resonances to broad horizons

(2016) G. Ma et al.   Science Advances

Deep learning

(2015) Yann LeCun et al.   NATURE

Broadband Acoustic Cloaking within an Arbitrary Hard Cavity

(2015) Weiwei Kan et al.   Physical Review Applied

Three-dimensional broadband omnidirectional acoustic ground cloak

(2014) Lucian Zigoneanu et al.   NATURE MATERIALS

Flat optics with designer metasurfaces

(2014) Nanfang Yu et al.   NATURE MATERIALS

Wavefront modulation and subwavelength diffractive acoustics with an acoustic metasurface

(2014) Yangbo Xie et al.   Nature Communications

Broadband All-Dielectric Magnifying Lens for Far-Field High-Resolution Imaging

(2013) Wei Xiang Jiang et al.   ADVANCED MATERIALS

Dirac cones induced by accidental degeneracy in photonic crystals and zero-refractive-index materials

(2011) Xueqin Huang et al.   NATURE MATERIALS

Acoustic Cloaking by a Superlens with Single-Negative Materials

(2011) Xuefeng Zhu et al.   PHYSICAL REVIEW LETTERS

A holey-structured metamaterial for acoustic deep-subwavelength imaging

(2010) J. Zhu et al.   Nature Physics

Three-Dimensional Invisibility Cloak at Optical Wavelengths

(2010) T. Ergin et al.   SCIENCE

An optical cloak made of dielectrics

(2009) Jason Valentine et al.   NATURE MATERIALS

Experimental Demonstration of Electromagnetic Tunneling Through an Epsilon-Near-Zero Metamaterial at Microwave Frequencies

(2008) Ruopeng Liu et al.   PHYSICAL REVIEW LETTERS

Experimental Verification of Epsilon-Near-Zero Metamaterial Coupling and Energy Squeezing Using a Microwave Waveguide

(2008) Brian Edwards et al.   PHYSICAL REVIEW LETTERS