Physics and financial economics (1776–2014): puzzles, Ising and agent-based models

D Sornette - Reports on progress in physics, 2014 - iopscience.iop.org
This short review presents a selected history of the mutual fertilization between physics and
economics—from Isaac Newton and Adam Smith to the present. The fundamentally different …

Large language models empowered agent-based modeling and simulation: A survey and perspectives

C Gao, X Lan, N Li, Y Yuan, J Ding, Z Zhou… - Humanities and Social …, 2024 - nature.com
Agent-based modeling and simulation have evolved as a powerful tool for modeling
complex systems, offering insights into emergent behaviors and interactions among diverse …

[PDF][PDF] Agent-based modeling in economics and finance: Past, present, and future

RL Axtell, JD Farmer - Journal of Economic Literature, 2022 - oms-inet.files.svdcdn.com
Agent-based modeling (ABM) is a novel computational methodology for representing the
behavior of individuals in order to study social phenomena. Its use is rapidly growing in …

Quantifying Wikipedia Usage Patterns Before Stock Market Moves

HS Moat, C Curme, A Avakian, DY Kenett… - Scientific reports, 2013 - nature.com
Financial crises result from a catastrophic combination of actions. Vast stock market datasets
offer us a window into some of the actions that have led to these crises. Here, we investigate …

Self-organization towards optimally interdependent networks by means of coevolution

Z Wang, A Szolnoki, M Perc - New Journal of Physics, 2014 - iopscience.iop.org
Coevolution between strategy and network structure is established as a means to arrive at
the optimal conditions needed to resolve social dilemmas. Yet recent research has …

Quantifying the relationship between financial news and the stock market

M Alanyali, HS Moat, T Preis - Scientific reports, 2013 - nature.com
The complex behavior of financial markets emerges from decisions made by many traders.
Here, we exploit a large corpus of daily print issues of the Financial Times from 2nd January …

Quantifying the behavior of stock correlations under market stress

T Preis, DY Kenett, HE Stanley, D Helbing… - Scientific reports, 2012 - nature.com
Understanding correlations in complex systems is crucial in the face of turbulence, such as
the ongoing financial crisis. However, in complex systems, such as financial systems …

Using an artificial financial market for studying a cryptocurrency market

L Cocco, G Concas, M Marchesi - Journal of Economic Interaction and …, 2017 - Springer
This paper presents an agent-based artificial cryptocurrency market in which heterogeneous
agents buy or sell cryptocurrencies, in particular Bitcoins. In this market, there are two …

A stock-flow consistent input–output model with applications to energy price shocks, interest rates, and heat emissions

M Berg, B Hartley, O Richters - New journal of physics, 2015 - iopscience.iop.org
By synthesizing stock-flow consistent models, input–output models, and aspects of
ecological macroeconomics, a method is developed to simultaneously model monetary …

Modeling and Simulation of the Economics of Mining in the Bitcoin Market

L Cocco, M Marchesi - PloS one, 2016 - journals.plos.org
In January 3, 2009, Satoshi Nakamoto gave rise to the “Bitcoin Blockchain”, creating the first
block of the chain hashing on his computer's central processing unit (CPU). Since then, the …