1.2k citations · 1.2k across the 3 of their papers we have counts for
3 papers
cs.RO2025
Maglev-Pentabot: Magnetic Levitation System for Non-Contact Manipulation using Deep Reinforcement Learning
Guoming Huang, Qingyi Zhou, Dianjing Liu +3
Non-contact manipulation has emerged as a transformative approach across various industrial fields. However, current flexible 2D and 3D non-contact manipulation techniques are ofte…
physics.optics2018★ 11 cited
Nanophotonic Media for Artificial Neural Inference
Erfan Khoram, Ang Chen, Dianjing Liu +4
We show optical waves passing through a nanophotonic medium can perform artificial neural computing. Complex information, is encoded in the wave front of an input light. The medium…
physics.optics2017★ 1.2k cited
Training deep neural networks for the inverse design of nanophotonic structures
Dianjing Liu, Yixuan Tan, Erfan Khoram +1
Data inconsistency leads to a slow training process when deep neural networks are used for the inverse design of photonic devices, an issue that arises from the fundamental propert…