Cover Image

Unlocking air traffic flow prediction through microscopic aircraft-state modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Bin, Liu, Anqi, Zhao, Jiangtao, Huang, Yanyong, He, Peilan, Jiang, Guiyuan, Hong, Feng, Yu, Yanwei, Li, Tianrui
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Time Series to State: Situation-Aware Modeling for Air Traffic Flow Prediction
by: Liu, Anqi, et al.
Published: (2026)

Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting
by: Cao, Lingxiao, et al.
Published: (2025)

A hybrid numerical method for a microscopic and macroscopic traffic flow model
by: Wu, Yuanhong, et al.
Published: (2026)

Second-order multilane traffic flow models: from the microscopic to the macroscopic scale
by: Piu, Matteo, et al.
Published: (2025)

Calibrating microscopic traffic models with macroscopic data
by: Wang, Yanbing, et al.
Published: (2024)

A microscopic derivation of a traffic flow model on a junction with two entry lines
by: Cardaliaguet, P
Published: (2024)

Computational investigations of a multi-class traffic flow model: mean-field and microscopic dynamics
by: Machtalay, Amal, et al.
Published: (2023)

TrajDiff: Diffusion Bridge Network with Semantic Alignment for Trajectory Similarity Computation
by: Zhang, Xiao, et al.
Published: (2025)

MSCMHMST: A traffic flow prediction model based on Transformer
by: Geng, Weiyang, et al.
Published: (2025)

Scalable Trajectory-User Linking with Dual-Stream Representation Networks
by: Zhang, Hao, et al.
Published: (2025)

Optimization of continuous-flow over traffic networks with fundamental diagram constraints
by: Dong, Anqi, et al.
Published: (2025)

Pre‐tactical convection prediction for air traffic flow management using LSTM neural network
by: Aniel Jardines, et al.
Published: (2024)

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data
by: Huang, Yanyong, et al.
Published: (2024)

Hyperlocal urban NO2 hotspot modeling driven by microscopic traffic data
by: Weger, Michael, et al.
Published: (2026)

Non-collective Calibrating Strategy for Time Series Forecasting
by: Wang, Bin, et al.
Published: (2025)

A microscopic traffic flow model on network with destination-aware V2V communications and rational decision-making
by: Cristiani, Emiliano, et al.
Published: (2025)

Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning
by: Shen, Zongxin, et al.
Published: (2025)

Joint Learning of Unsupervised Multi-view Feature and Instance Co-selection with Cross-view Imputation
by: Cai, Yuxin, et al.
Published: (2025)

A cellular automata approach for modelling pedestrian-vehicle mixed traffic flow in urban city
by: Wang, Jinghui, et al.
Published: (2024)

Extended $\mathcal{O}$-operators, Novikov Yang-Baxter equations and post-Novikov algebras
by: Yu, Jianfeng, et al.
Published: (2025)

An anisotropic traffic flow model with look-ahead effect for mixed autonomy traffic
by: Hui, Shouwei, et al.
Published: (2024)

CONDEN-FI: Consistency and Diversity Learning-based Multi-View Unsupervised Feature and In-stance Co-Selection
by: Huang, Yanyong, et al.
Published: (2024)

Data‐driven models for traffic flow at junctions
by: Michael Herty, et al.
Published: (2024)

From microscopic social force models to macroscopic continuum models for pedestrian flow
by: Yang, Liangze, et al.
Published: (2026)

Effective permeabilities for flow through anisotropic microscopic geometries
by: Balazi, Loïc, et al.
Published: (2025)

Deploying scalable traffic prediction models for efficient management in real-world large transportation networks during hurricane evacuations
by: Jiang, Qinhua, et al.
Published: (2024)

A Multi-Layer CNN-GRUSKIP model based on transformer for spatial TEMPORAL traffic flow prediction
by: Ata, Karimeh Ibrahim Mohammad, et al.
Published: (2025)

On the tangent flow to the collapsing Kähler-Ricci flow on Hirzebruch surfaces
by: Li, Jiangtao
Published: (2025)

Integrating spoken instructions into flight trajectory prediction to optimize automation in air traffic control
by: Guo, Dongyue, et al.
Published: (2023)

FedASTA: Federated adaptive spatial-temporal attention for traffic flow prediction
by: Li, Kaiyuan, et al.
Published: (2024)

Auto-Regressive Model with Exogenous Input--ARX--based traffic-flow prediction
by: Ying, Jun, et al.
Published: (2024)

A nonlocal traffic flow model with stochastic velocity
by: Böhme, Timo, et al.
Published: (2024)

Stochastic nonlocal traffic flow models with Markovian noise
by: Böhme, Timo, et al.
Published: (2026)

Fairness-Aware Performance Evaluation for Multi-Party Multi-Objective Optimization
by: Zhao, Zifan, et al.
Published: (2026)

Cross-view Joint Learning for Mixed-Missing Multi-view Unsupervised Feature Selection
by: Shen, Zongxin, et al.
Published: (2025)

Pricing American options with exogenous and endogenous transaction costs
by: Yan, Dong, et al.
Published: (2025)

A multi-model study of the air pollution related to traffic flow in a two-dimensional porous metropolitan area
by: Garcia-Chan, N., et al.
Published: (2025)

Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility
by: Liu, Zikang, et al.
Published: (2026)

Pair-density-wave superconductivity: a microscopic model on 2D honeycomb lattice
by: Jiang, Yi-Fan, et al.
Published: (2023)

Air traffic control activity increases attention capacity in air traffic controllers
by: Valdenilson Ribeiro Ribas
Published: (2010)