[HTML][HTML] Statistical physics approaches to the complex Earth system

J Fan, J Meng, J Ludescher, X Chen, Y Ashkenazy… - Physics reports, 2021 - Elsevier
Global warming, extreme climate events, earthquakes and their accompanying
socioeconomic disasters pose significant risks to humanity. Yet due to the nonlinear …

Agent-based macroeconomics

H Dawid, DD Gatti - Handbook of computational economics, 2018 - Elsevier
This chapter surveys work dedicated to macroeconomic analysis using an agent-based
modeling approach. After a short review of the origins and general characteristics of this …

Agent-based model calibration using machine learning surrogates

F Lamperti, A Roventini, A Sani - Journal of Economic Dynamics and …, 2018 - Elsevier
Efficiently calibrating agent-based models (ABMs) to real data is an open challenge. This
paper explicitly tackles parameter space exploration and calibration of ABMs by combining …

Macroeconomic policy in DSGE and agent-based models redux: New developments and challenges ahead

G Fagiolo, A Roventini - Available at SSRN 2763735, 2016 - papers.ssrn.com
Abstract The Great Recession seems to be a natural experiment for economic analysis, in
that it has shown the inadequacy of the predominant theoretical framework-the New …

Climate change: Macroeconomic impact and implications for monetary policy

S Batten, R Sowerbutts, M Tanaka - Ecological, societal, and technological …, 2020 - Springer
Climate change and policies to mitigate it could affect a central bank's ability to meet its
monetary stability objective. Climate change can affect the macroeconomy both through …

An interdisciplinary model for macroeconomics

AG Haldane, AE Turrell - Oxford Review of Economic Policy, 2018 - academic.oup.com
Macroeconomic modelling has been under intense scrutiny since the Great Financial Crisis,
when serious shortcomings were exposed in the methodology used to understand the …

Tipping positive change

TM Lenton - … Transactions of the Royal Society B, 2020 - royalsocietypublishing.org
Tipping points exist in social, ecological and climate systems and those systems are
increasingly causally intertwined in the Anthropocene. Climate change and biosphere …

[HTML][HTML] Positive tipping points in a rapidly warming world

JD Tàbara, N Frantzeskaki, K Hölscher, S Pedde… - Current Opinion in …, 2018 - Elsevier
Highlights•We review relevance and meaning of positive tipping points (PTPs) to assess the
required transformations for achieving the 2–1.5 C target.•A procedural synthesis is …

Rethinking pattern formation in reaction–diffusion systems

J Halatek, E Frey - Nature Physics, 2018 - nature.com
The present theoretical framework for the analysis of pattern formation in complex systems is
mostly limited to the vicinity of fixed (global) equilibria. Here we present a new theoretical …

Predicting tipping points in mutualistic networks through dimension reduction

J Jiang, ZG Huang, TP Seager, W Lin… - Proceedings of the …, 2018 - National Acad Sciences
Complex networked systems ranging from ecosystems and the climate to economic, social,
and infrastructure systems can exhibit a tipping point (a “point of no return”) at which a total …