Coherent Patterns in Nuclei and in Financial Markets
S. Drozdz, J. Kwapien, J. Speth

TL;DR
This paper explores the parallels between nuclear physics and financial markets using matrix formalism and random matrix theory to analyze the coexistence of chaos and order in complex systems.
Contribution
It introduces a novel interdisciplinary approach linking nuclear physics concepts with financial market analysis through matrix and graph theory.
Findings
Demonstrates utility of random matrix theory in financial markets
Maps matrix formalism to graph theory concepts in finance
Suggests possible analogous effects in atomic nuclei and Fermi systems
Abstract
In the area of traditional physics the atomic nucleus belongs to the most complex systems. It involves essentially all elements that characterize complexity including the most distinctive one whose essence is a permanent coexistence of coherent patterns and of randomness. From a more interdisciplinary perspective, these are the financial markets that represent an extreme complexity. Here, based on the matrix formalism, we set some parallels between several characteristics of complexity in the above two systems. We, in particular, refer to the concept - historically originating from nuclear physics considerations - of the random matrix theory and demonstrate its utility in quantifying characteristics of the coexistence of chaos and collectivity also for the financial markets. In this later case we show examples that illustrate mapping of the matrix formulation into the concepts…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsComplex Systems and Time Series Analysis
