Yongming Liu
Arizona State University
H-index: 49
North America-United States
Top articles of Yongming Liu
PIGAT: Physics-Informed Graph Attention Transformer for Air Traffic State Prediction
IEEE Transactions on Intelligent Transportation Systems
2024/4/19
Physics-guided generative adversarial network for probabilistic structural system identification
Expert Systems with Applications
2024/4/1
Yang Yu
H-Index: 7
Yongming Liu
H-Index: 29
Curvature Augmented Manifold Embedding and Learning
arXiv preprint arXiv:2403.14813
2024/3/21
Yongming Liu
H-Index: 29
Decentralized graph-based multi-agent reinforcement learning using reward machines
Neurocomputing
2024/1/7
Machine learning-enhanced aircraft landing scheduling under uncertainties
Transportation Research Part C: Emerging Technologies
2024/1/1
Crack growth-based life prediction for additively manufactured metallic materials considering surface roughness
International Journal of Fatigue
2023/11/1
Physics-constrained Gaussian process for life prediction under in-phase multiaxial cyclic loading with superposed static components
International Journal of Fatigue
2023/10/1
Air traffic controller workload level prediction using conformalized dynamical graph learning
Advanced Engineering Informatics
2023/8/1
Air traffic density prediction using Bayesian ensemble graph attention network (BEGAN)
Transportation Research Part C: Emerging Technologies
2023/8/1
Yutian Pang
H-Index: 4
Yongming Liu
H-Index: 29
Reinforcement Learning With Reward Machines in Stochastic Games
arXiv preprint arXiv:2305.17372
2023/5/27
Simplicial Complex-Enhanced Manifold Embedding of Spatiotemporal Data for Structural Health Monitoring
Infrastructures
2023/3/5
B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization
arXiv e-prints
2023/2
Parkinson’s disease diagnosis beyond clinical features: a bio-marker using topological machine learning of resting-state functional magnetic resonance imaging
Neuroscience
2023/1/15
Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints
Knowledge-Based Systems
2023/1/10
Information Fusion and Data Augmentation for Risk-based Maintenance Optimization of Hydrogen Gas Pipelines
2023
Yongming Liu
H-Index: 29
A multigrid finite element neural network for efficient material response prediction
2023
Changyu Meng
H-Index: 3
Yongming Liu
H-Index: 29
Fatigue Life Prediction Model Considering Surface Roughness for Additively Manufactured Metallic Components
2023
Yongming Liu
H-Index: 29
Predicting separation errors of air traffic controllers through integrated sequence analysis of multimodal behaviour indicators
Advanced Engineering Informatics
2023/1/1
Yanyu Wang
H-Index: 1
Yongming Liu
H-Index: 29
Fast and reliable map matching from large-scale noisy positioning records
Journal of Computing in Civil Engineering
2023/1/1
Yanyu Wang
H-Index: 1
Yongming Liu
H-Index: 29
Epistemic and aleatoric uncertainty quantification for crack detection using a Bayesian Boundary Aware Convolutional Network
Reliability Engineering & System Safety
2023/12/1
Co-Authors
