Condensation phenomena arise through a collective behaviour of particles. They are observed in both classical and quantum systems, ranging from the formation of traffic jams in mass transport models to the macroscopic occupation of the energetic ground state in ultra-cold bosonic gases (Bose-Einstein condensation). Recently, it has been shown that a driven and dissipative system of bosons may form multiple condensates. Which states become the condensates has, however, remained elusive thus far. The dynamics of this condensation are described by coupled birth-death processes, which also occur in evolutionary game theory. Here we apply concepts from evolutionary game theory to explain the formation of multiple condensates in such driven-dissipative bosonic systems. We show that the vanishing of relative entropy production determines their selection. The condensation proceeds exponentially fast, but the system never comes to rest. Instead, the occupation numbers of condensates may oscillate, as we demonstrate for a rock-paper-scissors game of condensates.
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http://dx.doi.org/10.1038/ncomms7977 | DOI Listing |
Chaos
September 2024
School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an 710072, China.
In many real-world networks, interactions between nodes are weighted to reflect their strength, such as predator-prey interactions in the ecological network and passenger numbers in airline networks. These weighted networks are prone to cascading effects caused by minor perturbations, which can lead to catastrophic outcomes. This vulnerability highlights the importance of studying weighted network resilience to prevent system collapses.
View Article and Find Full Text PDFPhys Rev E
February 2024
Institute of Bioengineering, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland and SIB Swiss Institute of Bioinformatics, CH-1015 Lausanne, Switzerland.
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View Article and Find Full Text PDFHeliyon
February 2024
Department of Mechanical Engineering, University of Washington-Seattle, WA, 98195, USA.
Electron beam melting is a powder bed fusion process capable of manufacturing thin structural features. However, as the thickness of these features approaches typical microstructure grain sizes, it becomes vital to understand how the manufacturing process contributes to local crystallographic texture and anisotropy in micromechanical response. Therefore, this article investigates Ti-6Al-4V ⍺/β-phase formation within thin components using a variety of experimental and numerical approaches.
View Article and Find Full Text PDFJ Theor Biol
March 2024
Department of Engineering Science and Biomedical Engineering, University of Auckland, Auckland, New Zealand.
Partial differential equation (PDE) models are often used to study biological phenomena involving movement-birth-death processes, including ecological population dynamics and the invasion of populations of biological cells. Count data, by definition, is non-negative, and count data relating to biological populations is often bounded above by some carrying capacity that arises through biological competition for space or nutrients. Parameter estimation, parameter identifiability, and making model predictions usually involves working with a measurement error model that explicitly relating experimental measurements with the solution of a mathematical model.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
December 2023
Institut des Sciences de l'Evolution de Montpellier, Univ Montpellier, CNRS, IRD, Montpellier Cedex 5 34095, France.
Simultaneously investigating the effects of abiotic and biotic factors on diversity dynamics is essential to understand the evolutionary history of clades. The Grande Coupure corresponds to a major faunal turnover at the Eocene-Oligocene transition (EOT) (~34.1 to 33.
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