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result(s) for
"Pardi, Anabele-Linda"
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Democratising complex system modelling
2024
In the contemporary context of an acute need for sustainability and swift response to imminent crises such as global warming, pandemics and economic system disruptions, the focus on responsible decision making, ethical risk assessment and mitigation at all organizational levels is an overarching goal. Our aim is to introduce a deterministic method for investigating the stability of complex systems, in order to find the most important elements of such systems and their impact on different scenarios. The novelty of the current approach lies in its compact format and intuitive nature, designed to accommodate a limited amount of computational resources. The proposed modelling method involves the mapping of complex systems from a diversity of disciplines (economic markets, resource management domain and the community impact of suburbanisation) onto a sequence of chemical reactions and involving a subsequent mathematical analysis. Mapping the results back onto the use cases shows that one can retrieve a considerable amount of detail, making the modelling strategy general enough to be adaptable and scalable while also detailed enough to provide valuable insights for practical scenarios.
Journal Article
A Chemical Analysis of Hybrid Economic Systems—Tokens and Money
2021
With the influence of digital technology in our daily lives continuously growing, we investigate methods with the purpose of assessing the stability, sustainability, and design of systems of token economies that include tokens and conventional currencies. Based on a chemical approach, we model markets with a minimum number of variables and compare the transaction rates, stability, and token design properties at different levels of tokenisation. The kinetic study reveals that in certain conditions, if the price of a product contains both conventional money and tokens, one can treat this combination as one composite currency. The dynamic behaviour of the analysed systems is proven to be dynamically stable for the chosen models. Moreover, by applying the supply and demand law to recalculate the prices of products, the necessity of previous knowledge of certain token attributes—token divisibility and token–money exchange rates—emerges. The chemical framework, along with the analytic methods that we propose, is flexible enough to be adjusted to a variety of conditions and offer valuable information about economic systems.
Journal Article
The Pan-African School for Emerging Astronomers
2021
The Pan-African School for Emerging Astronomers (PASEA) is an innovative short course for African university students, held by an African-led international collaboration. PASEA aims to build a critical mass of astronomers in Africa and exchange ideas about teaching across continents.
Journal Article
Sausage Mode Propagation in a Thick Magnetic Flux Tube
by
Orza, Beniamin
,
Ballai, Istvan
,
Pardi, Anabele-Linda
in
Computational fluid dynamics
,
Fluid flow
,
Frequency filters
2013
The aim of this paper is to model the propagation of slow magnetohydrodynamic (MHD) sausage waves in a thick expanding magnetic flux tube in the context of the quiescent (VAL C) solar atmosphere. The propagation of these waves is found to be described by the Klein-Gordon equation. Using the governing MHD equations and the VAL C atmosphere model we study the variation of the cut-off frequency along and across the magnetic tube guiding the waves. Due to the radial variation of the cut-off frequency the flux tubes act as low frequency filters for waves.
The impact of magnetic fields on the chemical evolution of the supernova-driven ISM
by
Pardi, Anabele-Linda
,
Peters, Thomas
,
Glover, Simon C O
in
Chemical evolution
,
Computer simulation
,
Density
2016
We present three-dimensional magneto-hydrodynamical simulations of the self-gravitating interstellar medium (ISM) in a periodic (256 pc)\\(^3\\) box with a mean number density of 0.5 cm\\(^{-3}\\). At a fixed supernova rate we investigate the multi-phase ISM structure, H\\(_{2}\\) molecule formation and density-magnetic field scaling for varying initial magnetic field strengths (0, \\(6\\times 10^{-3}\\), 0.3, 3 \\(\\mu\\)G). All magnetic runs saturate at mass weighted field strengths of \\(\\sim\\) 1 \\(-\\) 3 \\(\\mu\\)G but the ISM structure is notably different. With increasing initial field strengths (from \\(6\\times 10^{-3}\\) to 3 \\(\\mu\\)G) the simulations develop an ISM with a more homogeneous density and temperature structure, with increasing mass (from 5% to 85%) and volume filling fractions (from 4% to 85%) of warm (300 K \\(<\\) T \\(<\\) 8000 K) gas, with decreasing volume filling fractions (VFF) from \\(\\sim\\) 35% to \\(\\sim\\) 12% of hot gas (T \\(> 10^5\\) K) and with a decreasing H\\(_{2}\\) mass fraction (from 70% to \\(<\\) 1%). Meanwhile the mass fraction of gas in which the magnetic pressure dominates over the thermal pressure increases by a factor of 10, from 0.07 for an initial field of \\(6\\times 10^{-3}\\) \\(\\mu\\)G to 0.7 for a 3 \\(\\mu\\)G initial field. In all but the simulations with the highest initial field strength self-gravity promotes the formation of dense gas and H\\(_{2}\\), but does not change any other trends. We conclude that magnetic fields have a significant impact on the multi-phase, chemical and thermal structure of the ISM and discuss potential implications and limitations of the model.