[HTML][HTML] LLMs and generative agent-based models for complex systems research

Y Lu, A Aleta, C Du, L Shi, Y Moreno - Physics of Life Reviews, 2024 - Elsevier
Abstract The advent of Large Language Models (LLMs) has significantly transformed
research across natural and social sciences, offering new paradigms for understanding …

Crime, inequality and public health: a survey of emerging trends in urban data science

M Luca, GM Campedelli, S Centellegher… - Frontiers in Big …, 2023 - frontiersin.org
Urban agglomerations are constantly and rapidly evolving ecosystems, with globalization
and increasing urbanization posing new challenges in sustainable urban development well …

Generalized contact matrices allow integrating socioeconomic variables into epidemic models

A Manna, L Dall'Amico, M Tizzoni, M Karsai… - Science …, 2024 - science.org
Variables related to socioeconomic status (SES), including income, ethnicity, and education,
shape contact structures and affect the spread of infectious diseases. However, these factors …

Voluntary vaccination on hypergraph

Y Nie, S Su, T Lin, Y Liu, W Wang - Communications in Nonlinear Science …, 2023 - Elsevier
In reality, when epidemics spread, higher-order interactions in group settings such as homes
and schools, for example, can make infections more likely to occur. People often voluntarily …

[HTML][HTML] Behavioral changes associated with covid-19 vaccination: Cross-national online survey

A De Gaetano, P Bajardi, N Gozzi, N Perra… - Journal of Medical …, 2023 - jmir.org
Background During the initial phases of the vaccination campaign worldwide,
nonpharmaceutical interventions (NPIs) remained pivotal in the fight against the COVID-19 …

[BOOK][B] Making Sense of Chaos: A Better Economics for a Better World

JD Farmer - 2024 - books.google.com
From a pioneer in the field of complexity science and chaos theory, a plan for solving the
world's most pressing problems" Farmer convincingly argues that by using big data and …

Supply chain loss from easing COVID-19 restrictions: an evolutionary economic-epidemiological modelling study

Y Ye, Z Cao, D Dajun Zeng… - Proceedings of the …, 2024 - royalsocietypublishing.org
Since the start of the COVID-19 pandemic, many firms have been shifting their supply chains
away from countries with stringent control measures to mitigate supply-chain disruption …

Is SARS-CoV-2 elimination or mitigation best? Regional and disease characteristics determine the recommended strategy

MM Martignoni, J Arino… - Royal Society Open …, 2024 - royalsocietypublishing.org
Public health responses to the COVID-19 pandemic varied across the world. Some countries
(eg mainland China, New Zealand and Taiwan) implemented elimination strategies …

Integrating artificial intelligence with mechanistic epidemiological modeling: a sco** review of opportunities and challenges

Y Ye, A Pandey, C Bawden, DM Sumsuzzman… - Nature …, 2025 - nature.com
Integrating prior epidemiological knowledge embedded within mechanistic models with the
data-mining capabilities of artificial intelligence (AI) offers transformative potential for …

Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in develo** countries

L Lucchini, O Langle-Chimal, L Candeago… - arxiv preprint arxiv …, 2023 - arxiv.org
Mobile phone data have played a key role in quantifying human mobility during the COVID-
19 pandemic. Existing studies on mobility patterns have primarily focused on regional …