Evidence map›Paper›PMID 42511364›Full record

ArticleEntropy (Basel, Switzerland)2026

Modeling and Simulating Complex Conflict Management Using Reaction Networks.

Tomas Veloz, Dirk Bruin, Cedric De Coning

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Tomas VelozDepartamento de Matemáticas, Universidad Tecnológica Metropolitana, Santiago 833038, Chile.ORCID 0000-0003-3014-8340
Dirk BruinCenter Leo Apostel for Interdisciplinary Studies, Vrije Universiteit Brussel, 1160 Brussels, Belgium.
Cedric De ConingNorwegian Institute of International Affairs, 0160 Oslo, Norway.ORCID 0000-0003-4567-8838

Funding

Fondo Nacional de Desarrollo Científico y Tecnológico Iniciacion 11241020UTEM LCLI 23-01XCEPT Managing Climate, Peace and Security Risks in the Borderlands of the Lake Chad Region (CPS-Lake Chad)
6 · The paper itself

Abstract

Evidence suggests that protracted conflicts persist because several forms of socio-political organization run simultaneously on the same population, resources, and territory. Reading Service's typology of bands, tribes, chiefdoms, and states not as evolutionary stages but as coexisting and superposed social organizations, we model conflict as a reaction network where each social form is a self-maintaining set of stocks-a chemical organization-and conflicts arise where competing productive logics between organizations generate stocks with negative connotation, such as grievances and displacement. Taking the Lake Chad Basin as inspiration, we build a ladder of progressively richer models arriving a mixed chiefdom-state configuration compatible with current views on the conflict. As the model complexifies, kinetic approaches become uninformative; we therefore develop complementary stoichiometric methods that are parameter-free and thus are far easier to measure and compute. These diagnostics reveal a structural bias toward conflict: transitions into conflict regimes are systematically richer than transitions out. We show how a dual chiefdom-state form acts as a conflict attractor within a closed conflict-peace loop that transits among documented different forms of organization. Conflict management then becomes the identification of the mechanisms that redirect rather than change the state of a self-sustaining organization-here, elite-surplus redistribution-and of the timescales at which such redirection is observable, turning intervention design into a structural rather than a parameter-tuning problem.

Indexed as

Chemical Organization Theorycomplex adaptive systemsLake Chad Basinpeace-buildingprotracted conflictsreaction networksService’s typologysocial organization

Identifiers

PMID42511364
PMCPMC13408802

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.