
About MACBeh
Video: ©iStock2210831458
Changes occur constantly in nature, but there is a type of change that is particularly fascinating. Consider a magnet, at a very high temperature the spins are randomized and there is no magnetization, but if we decrease the temperature beyond a so-called “critical point” the spins will start pointing in the same direction (like in the image above), producing magnetization, even if there is no external field or anything telling the spins where to point.
This is an example of critical transitions which occur when very small perturbations spread through the system leading into global coordination. Striking similarities between critical transitions in physics and other changes observed in biological and social sciences led to the construction of an enormous number of idealized models that export the physics of criticality to a variety of domains, from bird flocking to market crashes, opinion polarization and even ecological collapse. But can we really use physics to understand why birds fly in the way they do or why people decide to suddenly change their opinions? MACBeh will shed crucial light on these questions by revealing the limits and strengths of the export of the physics of criticality to other domains.
Team
MACBeh is supported by a core research team working with a network of international collaborators coming from different fields.
Principal Investigator
She is an Associate Professor in philosophy of science at the University of Salzburg. She is internationally recognized for her work on emergence, reduction, idealizations in science, phase transitions and the application of the physics of statistical mechanics to other disciplines, including biological sciences.
Photo: © Wolfgangveigl
Research Assistant
Photo: © Private Collection
Research Collaborator
He is a full professor in philosophy of science and leading expert in the philosophy of complex systems with special focus on causation, idealizations and scientific explanation.
Photo: © Private Collection
Research Collaborator
She is resident faculty at the Complexity Science Hub, Vienna, and external faculty at the Santa Fe Institute and the Vermont Complex Systems Institute. She works on collective adaptation by investigating how cognitive mechanisms and social structures interact with the ever changing external environment.
Photo: © Private Collection
Research Collaborator
He is an associate professor in philosophy of science, whose expertise includes model building in biology and cognitive sciences.
Photo: © Private Collection
Research Collaborator
She is a full professor and chair of complexity science at the Department of Physics and Astronomy. She has done outstanding work on the use of physics methods in socioeconomic sciences.
Photo: © Dagmar Dobrofsy, Berlin
Research Collaborator
He is a lecturer in social complexity and system transformation for sustainability, whose research focusses at the intersection of social complexity, ecology, evolution and biophysics.
Photo: © Private Collection
Macbe(t)h: A Turn of Events
In the quiet of a kingdom, a subtle perturbation, a whisper of prophecy, pushed the system toward criticality. What seemed a minor fluctuation in ambition became a cascade, a self-reinforcing feedback loop that amplified every thought, every choice. Macbeth, the agent of the system, acted as both perturbation and amplifier, until the kingdom itself approached a critical point: the murder of Duncan marked a phase transition. Each act thereafter was a small perturbation on an already unstable landscape, triggering cascades of guilt, paranoia, and violence. Once criticality was reached, the trajectory could no longer be reversed. The final collapse was inevitable, a dramatic outcome born from the amplification of what once seemed negligible.
This reminiscence of Macbeth’s plot with a critical system, motivated the choice of MACBeh as our suitable acronym.

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