Deep-learning-based inverse design of colloidal quantum dots

Highly efficient and stable InP/ZnSe/ZnS quantum dot light-emitting diodes

Yu‐Ho Won, Oul Cho, Taehyung Kim et al. · Nature · 2019 · 1.3K citations

Engineering, Materials Engineering, Materials Science +10

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

Dianjing Liu, Yixuan Tan, Erfan Khoram et al. · ACS Photonics · 2018 · 1.1K citations · Full text

Computing, Computational Engineering, Nanotechnology +5

Deep learning for the design of photonic structures

Wei Ma, Zhaocheng Liu, Zhaxylyk A. Kudyshev et al. · Nature Photonics · 2020 · 1.1K citations

Natural Sciences, Engineering, Materials Science +15

Nanophotonic particle simulation and inverse design using artificial neural networks

John Peurifoy, Yichen Shen, Jing Li et al. · Science Advances · 2018 · 939 citations · Full text

Natural Sciences, Computational Engineering, Materials Science +15

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

Wei Ma, Feng Cheng, Yongmin Liu · ACS Nano · 2018 · 923 citations

Natural Sciences, Materials Engineering, Materials Science +14