Yutian Pang

发表

Aircraft Trajectory Prediction using LSTM Neural Network with Embedded Convolutional Layer

Nan Xu, Yongming Liu, Yutian Pang, 2019, Annual Conference of the PHM Society.

Probabilistic Aircraft Trajectory Prediction with Weather Uncertainties using Approximate Bayesian Variational Inference to Neural Networks

Yongming Liu, Yuhao Wang, Yutian Pang, 2020, AIAA AVIATION 2020 FORUM.

Probabilistic Aircraft Trajectory Prediction Considering Weather Uncertainties Using Dropout As Bayesian Approximate Variational Inference

Yongming Liu, Yutian Pang, Yongming Liu, 2020, AIAA Scitech 2020 Forum.

A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation

Yongming Liu, Yuhao Wang, P. K. Menon, 2020, IEEE Transactions on Intelligent Transportation Systems.

Aircraft Trajectory Prediction and Risk Assessment Using Bayesian Updating

Yuhao Wang, Parikshit Dutta, Bong-Jun Yang, 2019 .

A Recurrent Neural Network Approach for Aircraft Trajectory Prediction with Weather Features From Sherlock

Yongming Liu, Jueming Hu, Yutian Pang, 2019, AIAA Aviation 2019 Forum.

Conditional Generative Adversarial Networks (CGAN) for Aircraft Trajectory Prediction considering weather effects

Yongming Liu, Yutian Pang, Yongming Liu, 2020 .

Spatio-temporal Anomaly Detection, Diagnostics, and Prediction of the Air-traffic Trajectory Deviation using the Convective Weather

Yongming Liu, Jing Li, Xinyu Zhao, 2019 .

Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines pdf

Guannan Qu, Weichang Wang, Yutian Pang, 2021, Neurocomputing.

A Voice Communication-Augmented Simulation Framework for Aircraft Trajectory Simulation

Yutian Pang, Stojanche Gorceski, Peter Kostiuk, 2021 .

Data-driven trajectory prediction with weather uncertainties: A Bayesian deep learning approach

Yutian Pang, Hao Yan, Yongming Liu, 2021 .

Uncertainty quantification and reduction in aircraft trajectory prediction using Bayesian-Entropy information fusion

Parikshit Dutta, Yutian Pang, Oliver Chen, 2021, Reliab. Eng. Syst. Saf..

Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks pdf

Jueming Hu, Yutian Pang, Yongming Liu, 2021, ArXiv.