Shengze Cai

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Lyapunov Stability

Top Venues

IEEE Trans. Instrum. Meas.

J. Comput. Phys.

Eng. Appl. Artif. Intell.

Publications

Siming Shan, Pengkai Wang, Song Chen, Jiaxu Liu, Chao Xu, Shengze Cai
PiRD: Physics-informed Residual Diffusion for Flow Field Reconstruction. CoRR (2024)
Song Chen, Shengze Cai, Tehuan Chen, Chao Xu, Jian Chu
Neural Observer With Lyapunov Stability Guarantee for Uncertain Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Shengze Cai, Callum Gray, George Em Karniadakis
Physics-Informed Neural Networks Enhanced Particle Tracking Velocimetry: An Example for Turbulent Jet Flow. IEEE Trans. Instrum. Meas. 73 (2024)
Xiaoyu Liu, Hongtao Lin, Xingli Liu, Jianghong Qian, Shengze Cai, Hongguang Fan, Qi Gao
LAFlowNet: A dynamic graph method for the prediction of velocity and pressure fields in left atrium and left atrial appendage. Eng. Appl. Artif. Intell. 136 (2024)
Qi Gao, Hongtao Lin, Jianghong Qian, Xingli Liu, Shengze Cai, He Li, Hongguang Fan, Zhe Zheng
A deep learning model for efficient end-to-end stratification of thrombotic risk in left atrial appendage. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Jiaming Liang, Chao Xu, Shengze Cai
Recurrent graph optimal transport for learning 3D flow motion in particle tracking. Nat. Mac. Intell. 5 (5) (2023)
Jiaxu Liu, Song Chen, Shengze Cai, Chao Xu
The Novel Adaptive Fractional Order Gradient Decent Algorithms Design via Robust Control. CoRR (2023)
Jiaxu Liu, Song Chen, Shengze Cai, Chao Xu
Accelerated Distributed Aggregative Optimization. CoRR (2023)
He Li, Yixiang Deng, Konstantina Sampani, Shengze Cai, Zhen Li, Jennifer K. Sun, George E. Karniadakis
Computational investigation of blood cell transport in retinal microaneurysms. PLoS Comput. Biol. 18 (1) (2022)
Jiaming Liang, Shengze Cai, Chao Xu, Tehuan Chen, Jian Chu
DeepPTV: Particle Tracking Velocimetry for Complex Flow Motion via Deep Neural Networks. IEEE Trans. Instrum. Meas. 71 (2022)
Jiaming Liang, Chao Xu, Shengze Cai
GotFlow3D: Recurrent Graph Optimal Transport for Learning 3D Flow Motion in Particle Tracking. CoRR (2022)
Shengze Cai, Zhicheng Wang, Lu Lu, Tamer A. Zaki, George Em Karniadakis
DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks. J. Comput. Phys. 436 (2021)
Qian Zhang, Konstantina Sampani, Mengjia Xu, Shengze Cai, Yixiang Deng, He Li, Jennifer K. Sun, George Em Karniadakis
AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images. CoRR (2021)
Shengze Cai, Zhiping Mao, Zhicheng Wang, Minglang Yin, George Em Karniadakis
Physics-informed neural networks (PINNs) for fluid mechanics: A review. CoRR (2021)
Xiaowei Jin, Shengze Cai, Hui Li, George Em Karniadakis
NSFnets (Navier-Stokes flow nets): Physics-informed neural networks for the incompressible Navier-Stokes equations. J. Comput. Phys. 426 (2021)
Shengze Cai, Jiaming Liang, Qi Gao, Chao Xu, Runjie Wei
Particle Image Velocimetry Based on a Deep Learning Motion Estimator. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Shengze Cai, Yongbin Huang, Bo Ye, Chao Xu
Dynamic Illumination Optical Flow Computing for Sensing Multiple Mobile Robots From a Drone. IEEE Trans. Syst. Man Cybern. Syst. 48 (8) (2018)
Shengze Cai, Étienne Mémin, Yin Yang, Chao Xu
Sea Surface Flow Estimation via Ensemble-based Variational Data Assimilation. ACC (2018)
Shengze Cai, Étienne Mémin, Pierre Dérian, Chao Xu
Location Uncertainty Principle: Toward the Definition of Parameter-Free Motion Estimators. EMMCVPR (2017)