A Deep Learning Approach for Objective-Driven All-Dielectric Metasurface Design

Sensong An, Clayton Fowler, Bowen Zheng, +11

ACS Photonics

Optical DesignOptical MaterialsEngineeringNegative-index MetamaterialMetasurfaces +14

Multifunctional Metasurface Design with a Generative Adversarial Network

Sensong An, Bowen Zheng, Hong Tang, +9

Advanced Optical Materials

EngineeringMetasurfacesMetamaterialsAbstract MetasurfacesComputer-aided Design +17

Microstructure optimization and optical and interfacial properties modulation of sputtering-derived HfO2 thin films by TiO2 incorporation

J.W. Zhang, Guangzhi He, L. P. Zhou, +6

Journal of Alloys and Compounds

Materials EngineeringMaterials ScienceOptical MaterialsInterfacial Properties ModulationTio2 Incorporation +10

Deep learning modeling approach for metasurfaces with high degrees of freedom

Sensong An, Bowen Zheng, Mikhail Y. Shalaginov, +12

Optics Express

Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization

Francis EH Tay, Ping Li, L. P. Zhou, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingEngineeringMachine LearningSummary VideoGenerative Adversarial Network +10

Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces

Sensong An, Bowen Zheng, Mikhail Y. Shalaginov, +13

Advanced Optical Materials

Optical MaterialsEngineeringMachine LearningPhysicsOptical Properties +12

3D-Aided Deep Pose-Invariant Face Recognition

Jian Zhao, Lin Xiong, Cheng Yu, +10

EngineeringMachine LearningBiometricsFace DetectionFacial Recognition System +15

Graph kernel based link prediction for signed social networks

Weiwei Yuan, Kangya He, Donghai Guan, +2

Information Fusion

Computational Social ScienceNetwork ScienceGraph TheoryData ScienceGraph Kernel +9

Multitask LSTM Model for Human Activity Recognition and Intensity Estimation Using Wearable Sensor Data

Onur Barut, L. P. Zhou, Yan Luo

IEEE Internet of Things Journal

Wearable SystemPhysical ActivityEngineeringMachine LearningNeural Network +17

Distributing deep neural networks with containerized partitions at the edge

L. P. Zhou, Hao Wen, Radu Teodorescu, +1

Convolutional Neural NetworkDeep Neural NetworksEngineeringMachine LearningEdge Computing +6