GeoDS / IntraCounty-Mobility-SEIR
A human mobility flow-augmented stochastic SEIR-style epidemic modeling framework is developed, which combines with data assimilation and machine learning to reconstruct the historical growth trajectories of COVID-19 infection within a county.
☆13Updated last year
Alternatives and similar repositories for IntraCounty-Mobility-SEIR:
Users that are interested in IntraCounty-Mobility-SEIR are comparing it to the libraries listed below
- Urban Dynamics Through the Lens of Human Mobility☆15Updated last year
- Code for: The effect of human mobility and control measures on the COVID-19 epidemic in China☆21Updated 2 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆137Updated last year
- This repo hosts data and scripts to replicate Ratledge et al 2022 in Nature☆22Updated 2 years ago
- ☆82Updated 3 years ago
- ☆12Updated last year
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆90Updated 3 years ago
- Predicting neighborhoods' socioeconomic attributes using restaurant data (PNAS)☆37Updated 5 years ago
- ☆13Updated last year
- Code and data repository for the paper☆42Updated 2 years ago
- ☆10Updated last year
- ☆17Updated 4 months ago
- ☆12Updated 4 years ago
- Code for "The effectiveness of backward contact tracing in networks"☆9Updated 3 years ago
- Code and data to reproduce the figures of "Effect of COVID-19 response policies on walking behavior in US cities"☆11Updated 3 years ago
- A meta-population model for COVID19 in China☆12Updated 4 years ago
- This repository documents the data processing and analysis perform on the data to support the findings presented in the article "Measurin…☆16Updated last year
- ☆21Updated last year
- An R package containing functions for parsing mobility data, fitting models using Bayesian inference, and simulating mobility patterns.☆24Updated 3 years ago
- A game theory approach to measuring spatial effects from machine learning models.☆99Updated last month
- economic-impact-model☆14Updated 4 years ago
- Iterative heuristics for endogenous spatial regimes delineation (IJGIS 2023)☆10Updated 2 months ago
- ☆23Updated 4 years ago
- The universal visitation law of human mobility (Nature)☆62Updated 2 years ago
- Updates to the synthetic contact matrices☆36Updated last year
- Supplemental information and data for the manuscript 'Sparking "The BBC Four Pandemic": Leveraging citizen science and mobile phones to m…☆10Updated 4 years ago
- Simulate an epidemic metapopulation model with mobility-reducing containment strategies☆10Updated 4 years ago
- Systematic comparison of trip distribution laws and models☆10Updated this week
- Code and data for On the Predictability of Infectious Disease Outbreaks by SV Scarpino & G Petri☆17Updated 5 years ago