Complex Systems
On this page, you'll find several academic papers related to complex systems. Each resource includes a brief summary and recommended education level to help you decide which to click on.
Academic Papers
A systems approach to infectious disease
This article highlights how systems biology can enhance our understanding of infectious diseases. By integrating various data sources, the authors demonstrate how this approach can uncover pathogen-host interactions, identify new drug targets, and improve disease prediction and treatment strategies.
Recommended Education Level: Undergraduate +
Read PaperComplex systems thinking and current impasses in health disparities research
This article explores how complex systems thinking can address challenges and advance research in health disparities. The author argues that traditional methods often fall short in capturing the multifaceted nature of health disparities. By adopting a complex systems approach, researchers can better understand the interactions and feedback loops that contribute to health inequities, ultimately leading to more effective interventions and policies.
Recommended Education Level: Undergraduate +
Read PaperA Deep Gravity model for mobility flows generation
This article introduces a Deep Gravity Model designed to generate and predict mobility flows. The authors combine principles of gravity models with deep learning techniques to enhance the accuracy and reliability of mobility predictions. This innovative approach aims to provide better insights into human movement patterns, which can be applied in urban planning, transportation, and public health.
Recommended Education Level: Undergraduate +
Read PaperModeling the spread of infectious diseases through influence maximization
This article explores the use of influence maximization techniques to model and control the spread of infectious diseases. The authors present a framework that leverages network theory and optimization methods to identify key individuals or nodes whose influence can be maximized to effectively curb the transmission of diseases. The study provides valuable insights into designing targeted intervention strategies for epidemic control.
Recommended Education Level: Undergraduate +
Read Paper