79 results on '"Liu, Yongming"'
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2. A Multigrid Finite Element Neural Network for Efficient Material Response Prediction
3. Multi-Fidelity Data Aggregation for Information Fusion in Simulation and Experiment
4. Physics-Based Learning for Aircraft Waiting Time Prediction
5. Event Extraction for aviation accident reports through attention-based multi-label classification
6. Convolutional Neural Networks for Multi-fidelity Data Aggregation
7. Fractal-based Manifold Learning for Structure Health Monitoring
8. A Constrained Semi-parametric Gaussian Process Using Bayesian-Entropy Regression
9. A new framework for fatigue life prediction under random loading conditions
10. Physics-guided machine learning for multi-factor fatigue analysis and uncertainty quantification
11. Probabilistic Aircraft Trajectory Prediction with Weather Uncertainties using Approximate Bayesian Variational Inference to Neural Networks
12. Efficient Multiple Aircraft Conflict Resolution Using A* Algorithm and Indexing Method
13. UAS Conflict Resolution in Continuous Action Space Using Deep Reinforcement Learning
14. Physics-based Deep Learning for Probabilistic Fracture Analysis of Composite Materials
15. A Voice-Communication Augmented Simulation Framework for Aircraft Trajectory Simulation
16. Uncertainty quantification of fatigue properties with sparse data using hierarchical Bayesian model
17. Conditional Generative Adversarial Networks (CGAN) for Aircraft Trajectory Prediction considering weather effects
18. Probabilistic Aircraft Trajectory Prediction Considering Weather Uncertainties Using Dropout As Bayesian Approximate Variational Inference
19. UAS Conflict Resolution Integrating a Risk-Based Operational Safety Bound as Airspace Reservation with Reinforcement Learning
20. Multimodality data fusion for probabilistic strength estimation of aging materials using Bayesian networks
21. Conflict Probability Estimation Using a Risk-Based Dynamic Anisotropic Operational Safety Bound for UAS Traffic Management
22. Aircraft Trajectory Prediction and Risk Assessment Using Bayesian Updating
23. Active Learning-based Efficient Separation Risk Assessment in National Airspace System
24. A Hybrid Learning Approach for the Simulation of Dynamics of Unmanned Aircraft Vehicle
25. Real-time Facial Expression and Head Pose Analysis for Monitoring the Workloads of Air Traffic Controllers
26. Multiple Aircraft Collision Avoidance Method Based on ADS-B System
27. Predicting Collisions between Aircraft through Spatiotemporal Data-Driven Simulation of Airport Ground Operations
28. A Recurrent Neural Network Approach for Aircraft Trajectory Prediction with Weather Features From Sherlock
29. An Adaptive Probabilistic Maintenance Framework for Decision Planning Optimization
30. FEA-Net: A Deep Convolutional Neural Network With PhysicsPrior For Efficient Data Driven PDE Learning
31. Probabilistic Failure Analysis for ICME Using An Adjoint-based Lattice Particle Method.
32. A Hybrid Learning Approach for the Simulation of Aircraft Dynamical Systems
33. An Integrated Computational Framework for Microstructure-Sensitive Materials Modeling
34. Separation Risk Evaluation for NextGen Air Traffic Management System
35. Fatigue damage prognosis of aircraft wing structures using time-based subcycle formulation and hybrid learning
36. Simulation of elastoplastic deformation of isotropic material using a nonlocal yield criterion and Lattice Particle Model
37. Adjoint Gradient-enhanced Kriging Model for Time-dependent Reliability Analysis
38. Correction: Quantification of Time Distribution to Initial Long Crack with Reduced Order Microstructural Representation on Microstructurally Short Fatigue Crack Growth Model
39. A Novel Bayesian Entropy Network for Probabilistic Damage Detection and Classification
40. Adjoint-FORM for efficient reliability analysis of large-scale structural problems
41. Energy-based multiaxial fatigue damage modelling
42. Quantification of Time Distribution to Initial Long Crack with Reduced Order Microstructural Representation on Microstructurally Short Fatigue Crack Growth Model
43. Probabilistic Life Prediction of Plastic Pipes Using an Equivalent Crack Growth Model
44. A Novel Computational Method Modeling Wave propagation using K-space method and Damage Detection using Adjoint Method
45. Probabilistic pipe strength and toughness estimation through information fusion with Bayesian updating
46. Mesoscale Simulation of Corrosion Fatigue by An Integrated Transgranular and Intergranular Crack Growth Method
47. 3D delamination profile reconstruction for composite laminates using inverse heat conduction
48. Development of creep-dominant creep-fatigue testing for Alloy 617
49. An equivalent crack growth model for creep fatigue life prediction of metals
50. Coupling between non-local particle and finite element methods
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