MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Qiu, Mingjie, Tan, Zhiyi, Bao, Bing-kun |
|---|---|
| Format: | Preprint |
| Publié: |
2023
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
A Review of Graph Neural Networks in Epidemic Modeling
par: Liu, Zewen, et autres
Publié: (2024)
par: Liu, Zewen, et autres
Publié: (2024)
Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individual Behavioral Learning
par: Rakhshandehroo, Radman, et autres
Publié: (2025)
par: Rakhshandehroo, Radman, et autres
Publié: (2025)
Learning Pareto-Optimal Pandemic Intervention Policies with MORL
par: Chen, Marian, et autres
Publié: (2025)
par: Chen, Marian, et autres
Publié: (2025)
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural Networks
par: Aawar, Majd Al, et autres
Publié: (2024)
par: Aawar, Majd Al, et autres
Publié: (2024)
Bayes-PD: Exploring a Sequence to Binding Bayesian Neural Network model trained on Phage Display data
par: Amiaud-Plachy, Ilann, et autres
Publié: (2026)
par: Amiaud-Plachy, Ilann, et autres
Publié: (2026)
Spatio-temporal stochastic graph-based learning for infectious disease forecasting
par: Valenzuela, Luz Stefani Sotomayor, et autres
Publié: (2026)
par: Valenzuela, Luz Stefani Sotomayor, et autres
Publié: (2026)
Disease Outbreak Detection and Forecasting: A Review of Methods and Data Sources
par: Babanejaddehaki, Ghazaleh, et autres
Publié: (2024)
par: Babanejaddehaki, Ghazaleh, et autres
Publié: (2024)
Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission path reconstruction
par: Muntoni, A. P., et autres
Publié: (2023)
par: Muntoni, A. P., et autres
Publié: (2023)
Orchard: building large cancer phylogenies using stochastic combinatorial search
par: Kulman, E., et autres
Publié: (2023)
par: Kulman, E., et autres
Publié: (2023)
Artificial Intelligence for Infectious Disease Prediction and Prevention: A Comprehensive Review
par: Melchane, Selestine, et autres
Publié: (2024)
par: Melchane, Selestine, et autres
Publié: (2024)
IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem
par: Adiga, Aniruddha, et autres
Publié: (2026)
par: Adiga, Aniruddha, et autres
Publié: (2026)
Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections
par: Islam, Md Khairul, et autres
Publié: (2024)
par: Islam, Md Khairul, et autres
Publié: (2024)
From Data to Action: Charting A Data-Driven Path to Combat Antimicrobial Resistance
par: Fu, Qian, et autres
Publié: (2025)
par: Fu, Qian, et autres
Publié: (2025)
Solving the Tree Containment Problem Using Graph Neural Networks
par: Dushatskiy, Arkadiy, et autres
Publié: (2024)
par: Dushatskiy, Arkadiy, et autres
Publié: (2024)
A Physics-Informed Neural Networks-Based Model Predictive Control Framework for $SIR$ Epidemics
par: Zhong, Aiping, et autres
Publié: (2025)
par: Zhong, Aiping, et autres
Publié: (2025)
A Quantum Approach for Optimal Transient Control in Network-Based Epidemic Models
par: Volpe, Deborah, et autres
Publié: (2025)
par: Volpe, Deborah, et autres
Publié: (2025)
A mathematical theory of evolution for self-designing AIs
par: Harris, Kenneth D
Publié: (2026)
par: Harris, Kenneth D
Publié: (2026)
Epidemic reproduction numbers in spatial networks
par: Ghadiri, Zahra, et autres
Publié: (2026)
par: Ghadiri, Zahra, et autres
Publié: (2026)
Near-Lossless Model Compression Enables Longer Context Inference in DNA Large Language Models
par: Zhu, Rui, et autres
Publié: (2025)
par: Zhu, Rui, et autres
Publié: (2025)
Household Bubbling Strategies for Epidemic Control and Social Connectivity
par: Valdez, L. D., et autres
Publié: (2026)
par: Valdez, L. D., et autres
Publié: (2026)
SIR-RL: Reinforcement Learning for Optimized Policy Control during Epidemiological Outbreaks in Emerging Market and Developing Economies
par: Jain, Maeghal, et autres
Publié: (2024)
par: Jain, Maeghal, et autres
Publié: (2024)
Correlations Between COVID-19 and Dengue
par: Bergero, Paula, et autres
Publié: (2022)
par: Bergero, Paula, et autres
Publié: (2022)
Age-structured estimation of COVID-19 ICU demand from low quality data
par: Veiga, Rodrigo, et autres
Publié: (2020)
par: Veiga, Rodrigo, et autres
Publié: (2020)
When to Boost: How Dose Timing Determines the Epidemic Threshold
par: Celestini, Alessandro, et autres
Publié: (2025)
par: Celestini, Alessandro, et autres
Publié: (2025)
Eigenvector-Based Sensitivity Analysis of Contact Patterns in Epidemic Modeling
par: Korir, Evans Kiptoo, et autres
Publié: (2025)
par: Korir, Evans Kiptoo, et autres
Publié: (2025)
Generalized Machine Learning for Fast Calibration of Agent-Based Epidemic Models
par: Najafzadehkhoei, Sima, et autres
Publié: (2025)
par: Najafzadehkhoei, Sima, et autres
Publié: (2025)
Comparative Analysis of Stochastic and Predictable Models in the HIV Epidemic Across Genders
par: Rivu, Nuzhat Nuari Khan, et autres
Publié: (2025)
par: Rivu, Nuzhat Nuari Khan, et autres
Publié: (2025)
On the Approximation of Phylogenetic Distance Functions by Artificial Neural Networks
par: Rosenzweig, Benjamin K., et autres
Publié: (2025)
par: Rosenzweig, Benjamin K., et autres
Publié: (2025)
Agent Based Simulators for Epidemic Modelling: Simulating Larger Models Using Smaller Ones
par: Mittal, Daksh, et autres
Publié: (2022)
par: Mittal, Daksh, et autres
Publié: (2022)
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data
par: Tonks, Adam, et autres
Publié: (2022)
par: Tonks, Adam, et autres
Publié: (2022)
Adapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics
par: Cuong, Dinh Viet, et autres
Publié: (2024)
par: Cuong, Dinh Viet, et autres
Publié: (2024)
Forecasting infectious disease prevalence with associated uncertainty using neural networks
par: Morris, Michael
Publié: (2024)
par: Morris, Michael
Publié: (2024)
Cross-Country Learning for National Infectious Disease Forecasting Using European Data
par: Komodromos, Zacharias, et autres
Publié: (2026)
par: Komodromos, Zacharias, et autres
Publié: (2026)
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
par: Duan, ChenRui, et autres
Publié: (2024)
par: Duan, ChenRui, et autres
Publié: (2024)
Investigating Forecasting Models for Pandemic Infections Using Heterogeneous Data Sources: A 2-year Study with COVID-19
par: Komodromos, Zacharias, et autres
Publié: (2025)
par: Komodromos, Zacharias, et autres
Publié: (2025)
The nature of epidemic criticality in temporal networks
par: Cai, Chao-Ran, et autres
Publié: (2023)
par: Cai, Chao-Ran, et autres
Publié: (2023)
Can AI Detect Life? Lessons from Artificial Life
par: Gupta, Ankit, et autres
Publié: (2026)
par: Gupta, Ankit, et autres
Publié: (2026)
A molecular clock for writing systems reveals the quantitative impact of imperial power on cultural evolution
par: Fukui, Hiroki
Publié: (2026)
par: Fukui, Hiroki
Publié: (2026)
Conditionally Site-Independent Neural Evolution of Antibody Sequences
par: Lu, Stephen Zhewen, et autres
Publié: (2026)
par: Lu, Stephen Zhewen, et autres
Publié: (2026)
Fundamental Bound on Epidemic Overshoot in the SIR Model
par: Nguyen, Maximilian, et autres
Publié: (2023)
par: Nguyen, Maximilian, et autres
Publié: (2023)
Documents similaires
-
A Review of Graph Neural Networks in Epidemic Modeling
par: Liu, Zewen, et autres
Publié: (2024) -
Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individual Behavioral Learning
par: Rakhshandehroo, Radman, et autres
Publié: (2025) -
Learning Pareto-Optimal Pandemic Intervention Policies with MORL
par: Chen, Marian, et autres
Publié: (2025) -
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural Networks
par: Aawar, Majd Al, et autres
Publié: (2024) -
Bayes-PD: Exploring a Sequence to Binding Bayesian Neural Network model trained on Phage Display data
par: Amiaud-Plachy, Ilann, et autres
Publié: (2026)